%0 Conference Proceedings %T Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %E Moens, Marie-Francine %E Huang, Xuanjing %E Specia, Lucia %E Yih, Scott Wen-tau %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F emnlp-2021 %U https://aclanthology.org/2021.emnlp-main.0 %0 Conference Proceedings %T AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate %A Song, Jongyoon %A Kim, Sungwon %A Yoon, Sungroh %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F song-etal-2021-alignart %R 10.18653/v1/2021.emnlp-main.1 %U https://aclanthology.org/2021.emnlp-main.1 %U https://doi.org/10.18653/v1/2021.emnlp-main.1 %P 1-14 %0 Conference Proceedings %T Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders %A Chen, Guanhua %A Ma, Shuming %A Chen, Yun %A Dong, Li %A Zhang, Dongdong %A Pan, Jia %A Wang, Wenping %A Wei, Furu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-zero %R 10.18653/v1/2021.emnlp-main.2 %U https://aclanthology.org/2021.emnlp-main.2 %U https://doi.org/10.18653/v1/2021.emnlp-main.2 %P 15-26 %0 Conference Proceedings %T ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora %A Ouyang, Xuan %A Wang, Shuohuan %A Pang, Chao %A Sun, Yu %A Tian, Hao %A Wu, Hua %A Wang, Haifeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ouyang-etal-2021-ernie %R 10.18653/v1/2021.emnlp-main.3 %U https://aclanthology.org/2021.emnlp-main.3 %U https://doi.org/10.18653/v1/2021.emnlp-main.3 %P 27-38 %0 Conference Proceedings %T Cross Attention Augmented Transducer Networks for Simultaneous Translation %A Liu, Dan %A Du, Mengge %A Li, Xiaoxi %A Li, Ya %A Chen, Enhong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-cross %R 10.18653/v1/2021.emnlp-main.4 %U https://aclanthology.org/2021.emnlp-main.4 %U https://doi.org/10.18653/v1/2021.emnlp-main.4 %P 39-55 %0 Conference Proceedings %T Translating Headers of Tabular Data: A Pilot Study of Schema Translation %A Zhu, Kunrui %A Gao, Yan %A Guo, Jiaqi %A Lou, Jian-Guang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhu-etal-2021-translating %R 10.18653/v1/2021.emnlp-main.5 %U https://aclanthology.org/2021.emnlp-main.5 %U https://doi.org/10.18653/v1/2021.emnlp-main.5 %P 56-66 %0 Conference Proceedings %T Towards Making the Most of Dialogue Characteristics for Neural Chat Translation %A Liang, Yunlong %A Zhou, Chulun %A Meng, Fandong %A Xu, Jinan %A Chen, Yufeng %A Su, Jinsong %A Zhou, Jie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liang-etal-2021-towards %R 10.18653/v1/2021.emnlp-main.6 %U https://aclanthology.org/2021.emnlp-main.6 %U https://doi.org/10.18653/v1/2021.emnlp-main.6 %P 67-79 %0 Conference Proceedings %T Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining %A Zou, Yicheng %A Zhu, Bolin %A Hu, Xingwu %A Gui, Tao %A Zhang, Qi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zou-etal-2021-low %R 10.18653/v1/2021.emnlp-main.7 %U https://aclanthology.org/2021.emnlp-main.7 %U https://doi.org/10.18653/v1/2021.emnlp-main.7 %P 80-91 %0 Conference Proceedings %T Controllable Neural Dialogue Summarization with Personal Named Entity Planning %A Liu, Zhengyuan %A Chen, Nancy %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-chen-2021-controllable %R 10.18653/v1/2021.emnlp-main.8 %U https://aclanthology.org/2021.emnlp-main.8 %U https://doi.org/10.18653/v1/2021.emnlp-main.8 %P 92-106 %0 Conference Proceedings %T Fine-grained Factual Consistency Assessment for Abstractive Summarization Models %A Zhang, Sen %A Niu, Jianwei %A Wei, Chuyuan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-fine-grained %R 10.18653/v1/2021.emnlp-main.9 %U https://aclanthology.org/2021.emnlp-main.9 %U https://doi.org/10.18653/v1/2021.emnlp-main.9 %P 107-116 %0 Conference Proceedings %T Decision-Focused Summarization %A Hsu, Chao-Chun %A Tan, Chenhao %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hsu-tan-2021-decision %R 10.18653/v1/2021.emnlp-main.10 %U https://aclanthology.org/2021.emnlp-main.10 %U https://doi.org/10.18653/v1/2021.emnlp-main.10 %P 117-132 %0 Conference Proceedings %T Multiplex Graph Neural Network for Extractive Text Summarization %A Jing, Baoyu %A You, Zeyu %A Yang, Tao %A Fan, Wei %A Tong, Hanghang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jing-etal-2021-multiplex %R 10.18653/v1/2021.emnlp-main.11 %U https://aclanthology.org/2021.emnlp-main.11 %U https://doi.org/10.18653/v1/2021.emnlp-main.11 %P 133-139 %0 Conference Proceedings %T A Thorough Evaluation of Task-Specific Pretraining for Summarization %A Rothe, Sascha %A Maynez, Joshua %A Narayan, Shashi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F rothe-etal-2021-thorough %R 10.18653/v1/2021.emnlp-main.12 %U https://aclanthology.org/2021.emnlp-main.12 %U https://doi.org/10.18653/v1/2021.emnlp-main.12 %P 140-145 %0 Conference Proceedings %T HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization %A Liu, Ye %A Zhang, Jianguo %A Wan, Yao %A Xia, Congying %A He, Lifang %A Yu, Philip %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-hetformer %R 10.18653/v1/2021.emnlp-main.13 %U https://aclanthology.org/2021.emnlp-main.13 %U https://doi.org/10.18653/v1/2021.emnlp-main.13 %P 146-154 %0 Conference Proceedings %T Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context %A Liang, Xinnian %A Wu, Shuangzhi %A Li, Mu %A Li, Zhoujun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liang-etal-2021-unsupervised %R 10.18653/v1/2021.emnlp-main.14 %U https://aclanthology.org/2021.emnlp-main.14 %U https://doi.org/10.18653/v1/2021.emnlp-main.14 %P 155-164 %0 Conference Proceedings %T Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning %A Lin, Xiangyu %A Liu, Tianyi %A Jia, Weijia %A Gong, Zhiguo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lin-etal-2021-distantly %R 10.18653/v1/2021.emnlp-main.15 %U https://aclanthology.org/2021.emnlp-main.15 %U https://doi.org/10.18653/v1/2021.emnlp-main.15 %P 165-174 %0 Conference Proceedings %T Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification %A Shi, Qi %A Zhang, Yu %A Yin, Qingyu %A Liu, Ting %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F shi-etal-2021-logic %R 10.18653/v1/2021.emnlp-main.16 %U https://aclanthology.org/2021.emnlp-main.16 %U https://doi.org/10.18653/v1/2021.emnlp-main.16 %P 175-184 %0 Conference Proceedings %T A Partition Filter Network for Joint Entity and Relation Extraction %A Yan, Zhiheng %A Zhang, Chong %A Fu, Jinlan %A Zhang, Qi %A Wei, Zhongyu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yan-etal-2021-partition %R 10.18653/v1/2021.emnlp-main.17 %U https://aclanthology.org/2021.emnlp-main.17 %U https://doi.org/10.18653/v1/2021.emnlp-main.17 %P 185-197 %0 Conference Proceedings %T TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network %A Fang, Zheng %A Cao, Yanan %A Li, Tai %A Jia, Ruipeng %A Fang, Fang %A Shang, Yanmin %A Lu, Yuhai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F fang-etal-2021-tebner %R 10.18653/v1/2021.emnlp-main.18 %U https://aclanthology.org/2021.emnlp-main.18 %U https://doi.org/10.18653/v1/2021.emnlp-main.18 %P 198-207 %0 Conference Proceedings %T Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge %A Liang, Bin %A Su, Hang %A Yin, Rongdi %A Gui, Lin %A Yang, Min %A Zhao, Qin %A Yu, Xiaoqi %A Xu, Ruifeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liang-etal-2021-beta %R 10.18653/v1/2021.emnlp-main.19 %U https://aclanthology.org/2021.emnlp-main.19 %U https://doi.org/10.18653/v1/2021.emnlp-main.19 %P 208-218 %0 Conference Proceedings %T DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction %A Lekhtman, Entony %A Ziser, Yftah %A Reichart, Roi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lekhtman-etal-2021-dilbert %R 10.18653/v1/2021.emnlp-main.20 %U https://aclanthology.org/2021.emnlp-main.20 %U https://doi.org/10.18653/v1/2021.emnlp-main.20 %P 219-230 %0 Conference Proceedings %T Improving Multimodal fusion via Mutual Dependency Maximisation %A Colombo, Pierre %A Chapuis, Emile %A Labeau, Matthieu %A Clavel, Chloé %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F colombo-etal-2021-improving %R 10.18653/v1/2021.emnlp-main.21 %U https://aclanthology.org/2021.emnlp-main.21 %U https://doi.org/10.18653/v1/2021.emnlp-main.21 %P 231-245 %0 Conference Proceedings %T Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training %A Li, Zhengyan %A Zou, Yicheng %A Zhang, Chong %A Zhang, Qi %A Wei, Zhongyu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-learning-implicit %R 10.18653/v1/2021.emnlp-main.22 %U https://aclanthology.org/2021.emnlp-main.22 %U https://doi.org/10.18653/v1/2021.emnlp-main.22 %P 246-256 %0 Conference Proceedings %T Progressive Self-Training with Discriminator for Aspect Term Extraction %A Wang, Qianlong %A Wen, Zhiyuan %A Zhao, Qin %A Yang, Min %A Xu, Ruifeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-progressive %R 10.18653/v1/2021.emnlp-main.23 %U https://aclanthology.org/2021.emnlp-main.23 %U https://doi.org/10.18653/v1/2021.emnlp-main.23 %P 257-268 %0 Conference Proceedings %T Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification %A Chen, Hao %A Xia, Rui %A Yu, Jianfei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-reinforced %R 10.18653/v1/2021.emnlp-main.24 %U https://aclanthology.org/2021.emnlp-main.24 %U https://doi.org/10.18653/v1/2021.emnlp-main.24 %P 269-278 %0 Conference Proceedings %T Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles %A Zhu, Jian %A Jurgens, David %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhu-jurgens-2021-idiosyncratic %R 10.18653/v1/2021.emnlp-main.25 %U https://aclanthology.org/2021.emnlp-main.25 %U https://doi.org/10.18653/v1/2021.emnlp-main.25 %P 279-297 %0 Conference Proceedings %T Narrative Theory for Computational Narrative Understanding %A Piper, Andrew %A So, Richard Jean %A Bamman, David %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F piper-etal-2021-narrative %R 10.18653/v1/2021.emnlp-main.26 %U https://aclanthology.org/2021.emnlp-main.26 %U https://doi.org/10.18653/v1/2021.emnlp-main.26 %P 298-311 %0 Conference Proceedings %T (Mis)alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys %A Joseph, Kenneth %A Shugars, Sarah %A Gallagher, Ryan %A Green, Jon %A Quintana Mathé, Alexi %A An, Zijian %A Lazer, David %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F joseph-etal-2021-mis %R 10.18653/v1/2021.emnlp-main.27 %U https://aclanthology.org/2021.emnlp-main.27 %U https://doi.org/10.18653/v1/2021.emnlp-main.27 %P 312-324 %0 Conference Proceedings %T How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? %A Sen, Indira %A Samory, Mattia %A Flöck, Fabian %A Wagner, Claudia %A Augenstein, Isabelle %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sen-etal-2021-counterfactually %R 10.18653/v1/2021.emnlp-main.28 %U https://aclanthology.org/2021.emnlp-main.28 %U https://doi.org/10.18653/v1/2021.emnlp-main.28 %P 325-344 %0 Conference Proceedings %T Latent Hatred: A Benchmark for Understanding Implicit Hate Speech %A ElSherief, Mai %A Ziems, Caleb %A Muchlinski, David %A Anupindi, Vaishnavi %A Seybolt, Jordyn %A De Choudhury, Munmun %A Yang, Diyi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F elsherief-etal-2021-latent %R 10.18653/v1/2021.emnlp-main.29 %U https://aclanthology.org/2021.emnlp-main.29 %U https://doi.org/10.18653/v1/2021.emnlp-main.29 %P 345-363 %0 Conference Proceedings %T Distilling Linguistic Context for Language Model Compression %A Park, Geondo %A Kim, Gyeongman %A Yang, Eunho %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F park-etal-2021-distilling %R 10.18653/v1/2021.emnlp-main.30 %U https://aclanthology.org/2021.emnlp-main.30 %U https://doi.org/10.18653/v1/2021.emnlp-main.30 %P 364-378 %0 Conference Proceedings %T Dynamic Knowledge Distillation for Pre-trained Language Models %A Li, Lei %A Lin, Yankai %A Ren, Shuhuai %A Li, Peng %A Zhou, Jie %A Sun, Xu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-dynamic %R 10.18653/v1/2021.emnlp-main.31 %U https://aclanthology.org/2021.emnlp-main.31 %U https://doi.org/10.18653/v1/2021.emnlp-main.31 %P 379-389 %0 Conference Proceedings %T Few-Shot Text Generation with Natural Language Instructions %A Schick, Timo %A Schütze, Hinrich %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F schick-schutze-2021-shot %R 10.18653/v1/2021.emnlp-main.32 %U https://aclanthology.org/2021.emnlp-main.32 %U https://doi.org/10.18653/v1/2021.emnlp-main.32 %P 390-402 %0 Conference Proceedings %T SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map %A Zi, Kangli %A Wang, Shi %A Liu, Yu %A Li, Jicun %A Cao, Yanan %A Cao, Cungen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zi-etal-2021-som %R 10.18653/v1/2021.emnlp-main.33 %U https://aclanthology.org/2021.emnlp-main.33 %U https://doi.org/10.18653/v1/2021.emnlp-main.33 %P 403-415 %0 Conference Proceedings %T Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity %A Kung, Po-Nien %A Yin, Sheng-Siang %A Chen, Yi-Cheng %A Yang, Tse-Hsuan %A Chen, Yun-Nung %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kung-etal-2021-efficient %R 10.18653/v1/2021.emnlp-main.34 %U https://aclanthology.org/2021.emnlp-main.34 %U https://doi.org/10.18653/v1/2021.emnlp-main.34 %P 416-428 %0 Conference Proceedings %T GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation %A Chen, Derek %A Yu, Zhou %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-yu-2021-gold %R 10.18653/v1/2021.emnlp-main.35 %U https://aclanthology.org/2021.emnlp-main.35 %U https://doi.org/10.18653/v1/2021.emnlp-main.35 %P 429-442 %0 Conference Proceedings %T Graph Based Network with Contextualized Representations of Turns in Dialogue %A Lee, Bongseok %A Choi, Yong Suk %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lee-choi-2021-graph %R 10.18653/v1/2021.emnlp-main.36 %U https://aclanthology.org/2021.emnlp-main.36 %U https://doi.org/10.18653/v1/2021.emnlp-main.36 %P 443-455 %0 Conference Proceedings %T Automatically Exposing Problems with Neural Dialog Models %A Yu, Dian %A Sagae, Kenji %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yu-sagae-2021-automatically %R 10.18653/v1/2021.emnlp-main.37 %U https://aclanthology.org/2021.emnlp-main.37 %U https://doi.org/10.18653/v1/2021.emnlp-main.37 %P 456-470 %0 Conference Proceedings %T Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online News %A Bugert, Michael %A Gurevych, Iryna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bugert-gurevych-2021-event %R 10.18653/v1/2021.emnlp-main.38 %U https://aclanthology.org/2021.emnlp-main.38 %U https://doi.org/10.18653/v1/2021.emnlp-main.38 %P 471-491 %0 Conference Proceedings %T Inducing Stereotypical Character Roles from Plot Structure %A Jahan, Labiba %A Mittal, Rahul %A Finlayson, Mark %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jahan-etal-2021-inducing %R 10.18653/v1/2021.emnlp-main.39 %U https://aclanthology.org/2021.emnlp-main.39 %U https://doi.org/10.18653/v1/2021.emnlp-main.39 %P 492-497 %0 Conference Proceedings %T Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification %A Spangher, Alexander %A May, Jonathan %A Shiang, Sz-Rung %A Deng, Lingjia %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F spangher-etal-2021-multitask %R 10.18653/v1/2021.emnlp-main.40 %U https://aclanthology.org/2021.emnlp-main.40 %U https://doi.org/10.18653/v1/2021.emnlp-main.40 %P 498-517 %0 Conference Proceedings %T Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models %A Wolfe, Robert %A Caliskan, Aylin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wolfe-caliskan-2021-low %R 10.18653/v1/2021.emnlp-main.41 %U https://aclanthology.org/2021.emnlp-main.41 %U https://doi.org/10.18653/v1/2021.emnlp-main.41 %P 518-532 %0 Conference Proceedings %T Mitigating Language-Dependent Ethnic Bias in BERT %A Ahn, Jaimeen %A Oh, Alice %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ahn-oh-2021-mitigating %R 10.18653/v1/2021.emnlp-main.42 %U https://aclanthology.org/2021.emnlp-main.42 %U https://doi.org/10.18653/v1/2021.emnlp-main.42 %P 533-549 %0 Conference Proceedings %T Adversarial Scrubbing of Demographic Information for Text Classification %A Basu Roy Chowdhury, Somnath %A Ghosh, Sayan %A Li, Yiyuan %A Oliva, Junier %A Srivastava, Shashank %A Chaturvedi, Snigdha %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F basu-roy-chowdhury-etal-2021-adversarial %R 10.18653/v1/2021.emnlp-main.43 %U https://aclanthology.org/2021.emnlp-main.43 %U https://doi.org/10.18653/v1/2021.emnlp-main.43 %P 550-562 %0 Conference Proceedings %T Open-domain clarification question generation without question examples %A White, Julia %A Poesia, Gabriel %A Hawkins, Robert %A Sadigh, Dorsa %A Goodman, Noah %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F white-etal-2021-open %R 10.18653/v1/2021.emnlp-main.44 %U https://aclanthology.org/2021.emnlp-main.44 %U https://doi.org/10.18653/v1/2021.emnlp-main.44 %P 563-570 %0 Conference Proceedings %T Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting %A Zhou, Wangchunshu %A Ge, Tao %A Xu, Canwen %A Xu, Ke %A Wei, Furu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-etal-2021-improving-sequence %R 10.18653/v1/2021.emnlp-main.45 %U https://aclanthology.org/2021.emnlp-main.45 %U https://doi.org/10.18653/v1/2021.emnlp-main.45 %P 571-582 %0 Conference Proceedings %T Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data %A Mekala, Dheeraj %A Gangal, Varun %A Shang, Jingbo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mekala-etal-2021-coarse2fine %R 10.18653/v1/2021.emnlp-main.46 %U https://aclanthology.org/2021.emnlp-main.46 %U https://doi.org/10.18653/v1/2021.emnlp-main.46 %P 583-594 %0 Conference Proceedings %T Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries %A Edwards, Carl %A Zhai, ChengXiang %A Ji, Heng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F edwards-etal-2021-text2mol %R 10.18653/v1/2021.emnlp-main.47 %U https://aclanthology.org/2021.emnlp-main.47 %U https://doi.org/10.18653/v1/2021.emnlp-main.47 %P 595-607 %0 Conference Proceedings %T Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus %A Ferdowsi, Sohrab %A Borissov, Nikolay %A Knafou, Julien %A Amini, Poorya %A Teodoro, Douglas %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ferdowsi-etal-2021-classification %R 10.18653/v1/2021.emnlp-main.48 %U https://aclanthology.org/2021.emnlp-main.48 %U https://doi.org/10.18653/v1/2021.emnlp-main.48 %P 608-618 %0 Conference Proceedings %T The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers %A Csordás, Róbert %A Irie, Kazuki %A Schmidhuber, Juergen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F csordas-etal-2021-devil %R 10.18653/v1/2021.emnlp-main.49 %U https://aclanthology.org/2021.emnlp-main.49 %U https://doi.org/10.18653/v1/2021.emnlp-main.49 %P 619-634 %0 Conference Proceedings %T Artificial Text Detection via Examining the Topology of Attention Maps %A Kushnareva, Laida %A Cherniavskii, Daniil %A Mikhailov, Vladislav %A Artemova, Ekaterina %A Barannikov, Serguei %A Bernstein, Alexander %A Piontkovskaya, Irina %A Piontkovski, Dmitri %A Burnaev, Evgeny %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kushnareva-etal-2021-artificial %R 10.18653/v1/2021.emnlp-main.50 %U https://aclanthology.org/2021.emnlp-main.50 %U https://doi.org/10.18653/v1/2021.emnlp-main.50 %P 635-649 %0 Conference Proceedings %T Active Learning by Acquiring Contrastive Examples %A Margatina, Katerina %A Vernikos, Giorgos %A Barrault, Loïc %A Aletras, Nikolaos %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F margatina-etal-2021-active %R 10.18653/v1/2021.emnlp-main.51 %U https://aclanthology.org/2021.emnlp-main.51 %U https://doi.org/10.18653/v1/2021.emnlp-main.51 %P 650-663 %0 Conference Proceedings %T Conditional Poisson Stochastic Beams %A Meister, Clara %A Amini, Afra %A Vieira, Tim %A Cotterell, Ryan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F meister-etal-2021-conditional %R 10.18653/v1/2021.emnlp-main.52 %U https://aclanthology.org/2021.emnlp-main.52 %U https://doi.org/10.18653/v1/2021.emnlp-main.52 %P 664-681 %0 Conference Proceedings %T Building Adaptive Acceptability Classifiers for Neural NLG %A Batra, Soumya %A Jain, Shashank %A Heidari, Peyman %A Arun, Ankit %A Youngs, Catharine %A Li, Xintong %A Donmez, Pinar %A Mei, Shawn %A Kuo, Shiunzu %A Bhardwaj, Vikas %A Kumar, Anuj %A White, Michael %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F batra-etal-2021-building %R 10.18653/v1/2021.emnlp-main.53 %U https://aclanthology.org/2021.emnlp-main.53 %U https://doi.org/10.18653/v1/2021.emnlp-main.53 %P 682-697 %0 Conference Proceedings %T Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences %A Emelin, Denis %A Le Bras, Ronan %A Hwang, Jena D. %A Forbes, Maxwell %A Choi, Yejin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F emelin-etal-2021-moral %R 10.18653/v1/2021.emnlp-main.54 %U https://aclanthology.org/2021.emnlp-main.54 %U https://doi.org/10.18653/v1/2021.emnlp-main.54 %P 698-718 %0 Conference Proceedings %T Truth-Conditional Captions for Time Series Data %A Jhamtani, Harsh %A Berg-Kirkpatrick, Taylor %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jhamtani-berg-kirkpatrick-2021-truth %R 10.18653/v1/2021.emnlp-main.55 %U https://aclanthology.org/2021.emnlp-main.55 %U https://doi.org/10.18653/v1/2021.emnlp-main.55 %P 719-733 %0 Conference Proceedings %T Injecting Entity Types into Entity-Guided Text Generation %A Dong, Xiangyu %A Yu, Wenhao %A Zhu, Chenguang %A Jiang, Meng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dong-etal-2021-injecting %R 10.18653/v1/2021.emnlp-main.56 %U https://aclanthology.org/2021.emnlp-main.56 %U https://doi.org/10.18653/v1/2021.emnlp-main.56 %P 734-741 %0 Conference Proceedings %T Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation %A Ribeiro, Leonardo F. R. %A Pfeiffer, Jonas %A Zhang, Yue %A Gurevych, Iryna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ribeiro-etal-2021-smelting %R 10.18653/v1/2021.emnlp-main.57 %U https://aclanthology.org/2021.emnlp-main.57 %U https://doi.org/10.18653/v1/2021.emnlp-main.57 %P 742-750 %0 Conference Proceedings %T Learning Compact Metrics for MT %A Pu, Amy %A Chung, Hyung Won %A Parikh, Ankur %A Gehrmann, Sebastian %A Sellam, Thibault %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pu-etal-2021-learning %R 10.18653/v1/2021.emnlp-main.58 %U https://aclanthology.org/2021.emnlp-main.58 %U https://doi.org/10.18653/v1/2021.emnlp-main.58 %P 751-762 %0 Conference Proceedings %T The Impact of Positional Encodings on Multilingual Compression %A Ravishankar, Vinit %A Søgaard, Anders %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ravishankar-sogaard-2021-impact %R 10.18653/v1/2021.emnlp-main.59 %U https://aclanthology.org/2021.emnlp-main.59 %U https://doi.org/10.18653/v1/2021.emnlp-main.59 %P 763-777 %0 Conference Proceedings %T Disentangling Representations of Text by Masking Transformers %A Zhang, Xiongyi %A van de Meent, Jan-Willem %A Wallace, Byron %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-disentangling %R 10.18653/v1/2021.emnlp-main.60 %U https://aclanthology.org/2021.emnlp-main.60 %U https://doi.org/10.18653/v1/2021.emnlp-main.60 %P 778-791 %0 Conference Proceedings %T Exploring the Role of BERT Token Representations to Explain Sentence Probing Results %A Mohebbi, Hosein %A Modarressi, Ali %A Pilehvar, Mohammad Taher %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mohebbi-etal-2021-exploring %R 10.18653/v1/2021.emnlp-main.61 %U https://aclanthology.org/2021.emnlp-main.61 %U https://doi.org/10.18653/v1/2021.emnlp-main.61 %P 792-806 %0 Conference Proceedings %T Do Long-Range Language Models Actually Use Long-Range Context? %A Sun, Simeng %A Krishna, Kalpesh %A Mattarella-Micke, Andrew %A Iyyer, Mohit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sun-etal-2021-long %R 10.18653/v1/2021.emnlp-main.62 %U https://aclanthology.org/2021.emnlp-main.62 %U https://doi.org/10.18653/v1/2021.emnlp-main.62 %P 807-822 %0 Conference Proceedings %T The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color %A Paik, Cory %A Aroca-Ouellette, Stéphane %A Roncone, Alessandro %A Kann, Katharina %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F paik-etal-2021-world %R 10.18653/v1/2021.emnlp-main.63 %U https://aclanthology.org/2021.emnlp-main.63 %U https://doi.org/10.18653/v1/2021.emnlp-main.63 %P 823-835 %0 Conference Proceedings %T SELFEXPLAIN: A Self-Explaining Architecture for Neural Text Classifiers %A Rajagopal, Dheeraj %A Balachandran, Vidhisha %A Hovy, Eduard H. %A Tsvetkov, Yulia %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F rajagopal-etal-2021-selfexplain %R 10.18653/v1/2021.emnlp-main.64 %U https://aclanthology.org/2021.emnlp-main.64 %U https://doi.org/10.18653/v1/2021.emnlp-main.64 %P 836-850 %0 Conference Proceedings %T Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories %A Wilmot, David %A Keller, Frank %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wilmot-keller-2021-memory %R 10.18653/v1/2021.emnlp-main.65 %U https://aclanthology.org/2021.emnlp-main.65 %U https://doi.org/10.18653/v1/2021.emnlp-main.65 %P 851-865 %0 Conference Proceedings %T Semantic Novelty Detection in Natural Language Descriptions %A Ma, Nianzu %A Politowicz, Alexander %A Mazumder, Sahisnu %A Chen, Jiahua %A Liu, Bing %A Robertson, Eric %A Grigsby, Scott %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ma-etal-2021-semantic %R 10.18653/v1/2021.emnlp-main.66 %U https://aclanthology.org/2021.emnlp-main.66 %U https://doi.org/10.18653/v1/2021.emnlp-main.66 %P 866-882 %0 Conference Proceedings %T Jump-Starting Item Parameters for Adaptive Language Tests %A McCarthy, Arya D. %A Yancey, Kevin P. %A LaFlair, Geoffrey T. %A Egbert, Jesse %A Liao, Manqian %A Settles, Burr %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mccarthy-etal-2021-jump %R 10.18653/v1/2021.emnlp-main.67 %U https://aclanthology.org/2021.emnlp-main.67 %U https://doi.org/10.18653/v1/2021.emnlp-main.67 %P 883-899 %0 Conference Proceedings %T Voice Query Auto Completion %A Tang, Raphael %A Kumar, Karun %A Chalkley, Kendra %A Xin, Ji %A Zhang, Liming %A Li, Wenyan %A Yang, Gefei %A Mao, Yajie %A Shin, Junho %A Murray, Geoffrey Craig %A Lin, Jimmy %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F tang-etal-2021-voice %R 10.18653/v1/2021.emnlp-main.68 %U https://aclanthology.org/2021.emnlp-main.68 %U https://doi.org/10.18653/v1/2021.emnlp-main.68 %P 900-906 %0 Conference Proceedings %T CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification %A Falis, Matúš %A Dong, Hang %A Birch, Alexandra %A Alex, Beatrice %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F falis-etal-2021-cophe %R 10.18653/v1/2021.emnlp-main.69 %U https://aclanthology.org/2021.emnlp-main.69 %U https://doi.org/10.18653/v1/2021.emnlp-main.69 %P 907-912 %0 Conference Proceedings %T Learning Universal Authorship Representations %A Rivera-Soto, Rafael A. %A Miano, Olivia Elizabeth %A Ordonez, Juanita %A Chen, Barry Y. %A Khan, Aleem %A Bishop, Marcus %A Andrews, Nicholas %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F rivera-soto-etal-2021-learning %R 10.18653/v1/2021.emnlp-main.70 %U https://aclanthology.org/2021.emnlp-main.70 %U https://doi.org/10.18653/v1/2021.emnlp-main.70 %P 913-919 %0 Conference Proceedings %T Predicting emergent linguistic compositions through time: Syntactic frame extension via multimodal chaining %A Yu, Lei %A Xu, Yang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yu-xu-2021-predicting %R 10.18653/v1/2021.emnlp-main.71 %U https://aclanthology.org/2021.emnlp-main.71 %U https://doi.org/10.18653/v1/2021.emnlp-main.71 %P 920-931 %0 Conference Proceedings %T Frequency Effects on Syntactic Rule Learning in Transformers %A Wei, Jason %A Garrette, Dan %A Linzen, Tal %A Pavlick, Ellie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wei-etal-2021-frequency %R 10.18653/v1/2021.emnlp-main.72 %U https://aclanthology.org/2021.emnlp-main.72 %U https://doi.org/10.18653/v1/2021.emnlp-main.72 %P 932-948 %0 Conference Proceedings %T A surprisal–duration trade-off across and within the world’s languages %A Pimentel, Tiago %A Meister, Clara %A Salesky, Elizabeth %A Teufel, Simone %A Blasi, Damián %A Cotterell, Ryan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pimentel-etal-2021-surprisal %R 10.18653/v1/2021.emnlp-main.73 %U https://aclanthology.org/2021.emnlp-main.73 %U https://doi.org/10.18653/v1/2021.emnlp-main.73 %P 949-962 %0 Conference Proceedings %T Revisiting the Uniform Information Density Hypothesis %A Meister, Clara %A Pimentel, Tiago %A Haller, Patrick %A Jäger, Lena %A Cotterell, Ryan %A Levy, Roger %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F meister-etal-2021-revisiting %R 10.18653/v1/2021.emnlp-main.74 %U https://aclanthology.org/2021.emnlp-main.74 %U https://doi.org/10.18653/v1/2021.emnlp-main.74 %P 963-980 %0 Conference Proceedings %T Condenser: a Pre-training Architecture for Dense Retrieval %A Gao, Luyu %A Callan, Jamie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gao-callan-2021-condenser %R 10.18653/v1/2021.emnlp-main.75 %U https://aclanthology.org/2021.emnlp-main.75 %U https://doi.org/10.18653/v1/2021.emnlp-main.75 %P 981-993 %0 Conference Proceedings %T Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. %A Christophe, Clément %A Velcin, Julien %A Cugliari, Jairo %A Boumghar, Manel %A Suignard, Philippe %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F christophe-etal-2021-monitoring %R 10.18653/v1/2021.emnlp-main.76 %U https://aclanthology.org/2021.emnlp-main.76 %U https://doi.org/10.18653/v1/2021.emnlp-main.76 %P 994-1003 %0 Conference Proceedings %T Contextualized Query Embeddings for Conversational Search %A Lin, Sheng-Chieh %A Yang, Jheng-Hong %A Lin, Jimmy %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lin-etal-2021-contextualized %R 10.18653/v1/2021.emnlp-main.77 %U https://aclanthology.org/2021.emnlp-main.77 %U https://doi.org/10.18653/v1/2021.emnlp-main.77 %P 1004-1015 %0 Conference Proceedings %T Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval %A Jang, Kyoung-Rok %A Kang, Junmo %A Hong, Giwon %A Myaeng, Sung-Hyon %A Park, Joohee %A Yoon, Taewon %A Seo, Heecheol %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jang-etal-2021-ultra %R 10.18653/v1/2021.emnlp-main.78 %U https://aclanthology.org/2021.emnlp-main.78 %U https://doi.org/10.18653/v1/2021.emnlp-main.78 %P 1016-1029 %0 Conference Proceedings %T IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages %A Blloshmi, Rexhina %A Pasini, Tommaso %A Campolungo, Niccolò %A Banerjee, Somnath %A Navigli, Roberto %A Pasi, Gabriella %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F blloshmi-etal-2021-ir %R 10.18653/v1/2021.emnlp-main.79 %U https://aclanthology.org/2021.emnlp-main.79 %U https://doi.org/10.18653/v1/2021.emnlp-main.79 %P 1030-1041 %0 Conference Proceedings %T Neural Attention-Aware Hierarchical Topic Model %A Jin, Yuan %A Zhao, He %A Liu, Ming %A Du, Lan %A Buntine, Wray %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jin-etal-2021-neural %R 10.18653/v1/2021.emnlp-main.80 %U https://aclanthology.org/2021.emnlp-main.80 %U https://doi.org/10.18653/v1/2021.emnlp-main.80 %P 1042-1052 %0 Conference Proceedings %T Relational World Knowledge Representation in Contextual Language Models: A Review %A Safavi, Tara %A Koutra, Danai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F safavi-koutra-2021-relational %R 10.18653/v1/2021.emnlp-main.81 %U https://aclanthology.org/2021.emnlp-main.81 %U https://doi.org/10.18653/v1/2021.emnlp-main.81 %P 1053-1067 %0 Conference Proceedings %T Certified Robustness to Programmable Transformations in LSTMs %A Zhang, Yuhao %A Albarghouthi, Aws %A D’Antoni, Loris %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-certified %R 10.18653/v1/2021.emnlp-main.82 %U https://aclanthology.org/2021.emnlp-main.82 %U https://doi.org/10.18653/v1/2021.emnlp-main.82 %P 1068-1083 %0 Conference Proceedings %T ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models %A Dognin, Pierre %A Padhi, Inkit %A Melnyk, Igor %A Das, Payel %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dognin-etal-2021-regen %R 10.18653/v1/2021.emnlp-main.83 %U https://aclanthology.org/2021.emnlp-main.83 %U https://doi.org/10.18653/v1/2021.emnlp-main.83 %P 1084-1099 %0 Conference Proceedings %T Contrastive Out-of-Distribution Detection for Pretrained Transformers %A Zhou, Wenxuan %A Liu, Fangyu %A Chen, Muhao %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-etal-2021-contrastive %R 10.18653/v1/2021.emnlp-main.84 %U https://aclanthology.org/2021.emnlp-main.84 %U https://doi.org/10.18653/v1/2021.emnlp-main.84 %P 1100-1111 %0 Conference Proceedings %T MindCraft: Theory of Mind Modeling for Situated Dialogue in Collaborative Tasks %A Bara, Cristian-Paul %A CH-Wang, Sky %A Chai, Joyce %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bara-etal-2021-mindcraft %R 10.18653/v1/2021.emnlp-main.85 %U https://aclanthology.org/2021.emnlp-main.85 %U https://doi.org/10.18653/v1/2021.emnlp-main.85 %P 1112-1125 %0 Conference Proceedings %T Detecting Speaker Personas from Conversational Texts %A Gu, Jia-Chen %A Ling, Zhenhua %A Wu, Yu %A Liu, Quan %A Chen, Zhigang %A Zhu, Xiaodan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gu-etal-2021-detecting %R 10.18653/v1/2021.emnlp-main.86 %U https://aclanthology.org/2021.emnlp-main.86 %U https://doi.org/10.18653/v1/2021.emnlp-main.86 %P 1126-1136 %0 Conference Proceedings %T Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking %A Moghe, Nikita %A Steedman, Mark %A Birch, Alexandra %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F moghe-etal-2021-cross %R 10.18653/v1/2021.emnlp-main.87 %U https://aclanthology.org/2021.emnlp-main.87 %U https://doi.org/10.18653/v1/2021.emnlp-main.87 %P 1137-1150 %0 Conference Proceedings %T ConvFiT: Conversational Fine-Tuning of Pretrained Language Models %A Vulić, Ivan %A Su, Pei-Hao %A Coope, Samuel %A Gerz, Daniela %A Budzianowski, Paweł %A Casanueva, Iñigo %A Mrkšić, Nikola %A Wen, Tsung-Hsien %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F vulic-etal-2021-convfit %R 10.18653/v1/2021.emnlp-main.88 %U https://aclanthology.org/2021.emnlp-main.88 %U https://doi.org/10.18653/v1/2021.emnlp-main.88 %P 1151-1168 %0 Conference Proceedings %T We’ve had this conversation before: A Novel Approach to Measuring Dialog Similarity %A Lavi, Ofer %A Rabinovich, Ella %A Shlomov, Segev %A Boaz, David %A Ronen, Inbal %A Anaby Tavor, Ateret %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lavi-etal-2021-weve %R 10.18653/v1/2021.emnlp-main.89 %U https://aclanthology.org/2021.emnlp-main.89 %U https://doi.org/10.18653/v1/2021.emnlp-main.89 %P 1169-1177 %0 Conference Proceedings %T Towards Incremental Transformers: An Empirical Analysis of Transformer Models for Incremental NLU %A Kahardipraja, Patrick %A Madureira, Brielen %A Schlangen, David %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kahardipraja-etal-2021-towards %R 10.18653/v1/2021.emnlp-main.90 %U https://aclanthology.org/2021.emnlp-main.90 %U https://doi.org/10.18653/v1/2021.emnlp-main.90 %P 1178-1189 %0 Conference Proceedings %T Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding %A Falke, Tobias %A Lehnen, Patrick %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F falke-lehnen-2021-feedback %R 10.18653/v1/2021.emnlp-main.91 %U https://aclanthology.org/2021.emnlp-main.91 %U https://doi.org/10.18653/v1/2021.emnlp-main.91 %P 1190-1198 %0 Conference Proceedings %T Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction %A Sainz, Oscar %A Lopez de Lacalle, Oier %A Labaka, Gorka %A Barrena, Ander %A Agirre, Eneko %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sainz-etal-2021-label %R 10.18653/v1/2021.emnlp-main.92 %U https://aclanthology.org/2021.emnlp-main.92 %U https://doi.org/10.18653/v1/2021.emnlp-main.92 %P 1199-1212 %0 Conference Proceedings %T Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling %A Weber, Leon %A Münchmeyer, Jannes %A Garda, Samuele %A Leser, Ulf %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F weber-etal-2021-extend %R 10.18653/v1/2021.emnlp-main.93 %U https://aclanthology.org/2021.emnlp-main.93 %U https://doi.org/10.18653/v1/2021.emnlp-main.93 %P 1213-1224 %0 Conference Proceedings %T Zero-Shot Information Extraction as a Unified Text-to-Triple Translation %A Wang, Chenguang %A Liu, Xiao %A Chen, Zui %A Hong, Haoyun %A Tang, Jie %A Song, Dawn %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-zero %R 10.18653/v1/2021.emnlp-main.94 %U https://aclanthology.org/2021.emnlp-main.94 %U https://doi.org/10.18653/v1/2021.emnlp-main.94 %P 1225-1238 %0 Conference Proceedings %T Learning Logic Rules for Document-Level Relation Extraction %A Ru, Dongyu %A Sun, Changzhi %A Feng, Jiangtao %A Qiu, Lin %A Zhou, Hao %A Zhang, Weinan %A Yu, Yong %A Li, Lei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ru-etal-2021-learning %R 10.18653/v1/2021.emnlp-main.95 %U https://aclanthology.org/2021.emnlp-main.95 %U https://doi.org/10.18653/v1/2021.emnlp-main.95 %P 1239-1250 %0 Conference Proceedings %T A Large-Scale Dataset for Empathetic Response Generation %A Welivita, Anuradha %A Xie, Yubo %A Pu, Pearl %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F welivita-etal-2021-large %R 10.18653/v1/2021.emnlp-main.96 %U https://aclanthology.org/2021.emnlp-main.96 %U https://doi.org/10.18653/v1/2021.emnlp-main.96 %P 1251-1264 %0 Conference Proceedings %T The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation %A Karpinska, Marzena %A Akoury, Nader %A Iyyer, Mohit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F karpinska-etal-2021-perils %R 10.18653/v1/2021.emnlp-main.97 %U https://aclanthology.org/2021.emnlp-main.97 %U https://doi.org/10.18653/v1/2021.emnlp-main.97 %P 1265-1285 %0 Conference Proceedings %T Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus %A Dodge, Jesse %A Sap, Maarten %A Marasović, Ana %A Agnew, William %A Ilharco, Gabriel %A Groeneveld, Dirk %A Mitchell, Margaret %A Gardner, Matt %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dodge-etal-2021-documenting %R 10.18653/v1/2021.emnlp-main.98 %U https://aclanthology.org/2021.emnlp-main.98 %U https://doi.org/10.18653/v1/2021.emnlp-main.98 %P 1286-1305 %0 Conference Proceedings %T AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages %A Reid, Machel %A Hu, Junjie %A Neubig, Graham %A Matsuo, Yutaka %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F reid-etal-2021-afromt %R 10.18653/v1/2021.emnlp-main.99 %U https://aclanthology.org/2021.emnlp-main.99 %U https://doi.org/10.18653/v1/2021.emnlp-main.99 %P 1306-1320 %0 Conference Proceedings %T Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer %A Briakou, Eleftheria %A Agrawal, Sweta %A Tetreault, Joel %A Carpuat, Marine %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F briakou-etal-2021-evaluating %R 10.18653/v1/2021.emnlp-main.100 %U https://aclanthology.org/2021.emnlp-main.100 %U https://doi.org/10.18653/v1/2021.emnlp-main.100 %P 1321-1336 %0 Conference Proceedings %T MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural Text %A O’Gorman, Tim %A Jensen, Zach %A Mysore, Sheshera %A Huang, Kevin %A Mahbub, Rubayyat %A Olivetti, Elsa %A McCallum, Andrew %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ogorman-etal-2021-ms %R 10.18653/v1/2021.emnlp-main.101 %U https://aclanthology.org/2021.emnlp-main.101 %U https://doi.org/10.18653/v1/2021.emnlp-main.101 %P 1337-1352 %0 Conference Proceedings %T Understanding Politics via Contextualized Discourse Processing %A Pujari, Rajkumar %A Goldwasser, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pujari-goldwasser-2021-understanding %R 10.18653/v1/2021.emnlp-main.102 %U https://aclanthology.org/2021.emnlp-main.102 %U https://doi.org/10.18653/v1/2021.emnlp-main.102 %P 1353-1367 %0 Conference Proceedings %T Conundrums in Event Coreference Resolution: Making Sense of the State of the Art %A Lu, Jing %A Ng, Vincent %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lu-ng-2021-conundrums %R 10.18653/v1/2021.emnlp-main.103 %U https://aclanthology.org/2021.emnlp-main.103 %U https://doi.org/10.18653/v1/2021.emnlp-main.103 %P 1368-1380 %0 Conference Proceedings %T Weakly supervised discourse segmentation for multiparty oral conversations %A Gravellier, Lila %A Hunter, Julie %A Muller, Philippe %A Pellegrini, Thomas %A Ferrané, Isabelle %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gravellier-etal-2021-weakly %R 10.18653/v1/2021.emnlp-main.104 %U https://aclanthology.org/2021.emnlp-main.104 %U https://doi.org/10.18653/v1/2021.emnlp-main.104 %P 1381-1392 %0 Conference Proceedings %T Narrative Embedding: Re-Contextualization Through Attention %A Wilner, Sean %A Woolridge, Daniel %A Glick, Madeleine %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wilner-etal-2021-narrative %R 10.18653/v1/2021.emnlp-main.105 %U https://aclanthology.org/2021.emnlp-main.105 %U https://doi.org/10.18653/v1/2021.emnlp-main.105 %P 1393-1405 %0 Conference Proceedings %T Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference %A Held, William %A Iter, Dan %A Jurafsky, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F held-etal-2021-focus %R 10.18653/v1/2021.emnlp-main.106 %U https://aclanthology.org/2021.emnlp-main.106 %U https://doi.org/10.18653/v1/2021.emnlp-main.106 %P 1406-1417 %0 Conference Proceedings %T Salience-Aware Event Chain Modeling for Narrative Understanding %A Zhang, Xiyang %A Chen, Muhao %A May, Jonathan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-salience %R 10.18653/v1/2021.emnlp-main.107 %U https://aclanthology.org/2021.emnlp-main.107 %U https://doi.org/10.18653/v1/2021.emnlp-main.107 %P 1418-1428 %0 Conference Proceedings %T Asking It All: Generating Contextualized Questions for any Semantic Role %A Pyatkin, Valentina %A Roit, Paul %A Michael, Julian %A Goldberg, Yoav %A Tsarfaty, Reut %A Dagan, Ido %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pyatkin-etal-2021-asking %R 10.18653/v1/2021.emnlp-main.108 %U https://aclanthology.org/2021.emnlp-main.108 %U https://doi.org/10.18653/v1/2021.emnlp-main.108 %P 1429-1441 %0 Conference Proceedings %T Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders %A Liu, Fangyu %A Vulić, Ivan %A Korhonen, Anna %A Collier, Nigel %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-fast %R 10.18653/v1/2021.emnlp-main.109 %U https://aclanthology.org/2021.emnlp-main.109 %U https://doi.org/10.18653/v1/2021.emnlp-main.109 %P 1442-1459 %0 Conference Proceedings %T RuleBERT: Teaching Soft Rules to Pre-Trained Language Models %A Saeed, Mohammed %A Ahmadi, Naser %A Nakov, Preslav %A Papotti, Paolo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F saeed-etal-2021-rulebert %R 10.18653/v1/2021.emnlp-main.110 %U https://aclanthology.org/2021.emnlp-main.110 %U https://doi.org/10.18653/v1/2021.emnlp-main.110 %P 1460-1476 %0 Conference Proceedings %T Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? %A Choenni, Rochelle %A Shutova, Ekaterina %A van Rooij, Robert %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F choenni-etal-2021-stepmothers %R 10.18653/v1/2021.emnlp-main.111 %U https://aclanthology.org/2021.emnlp-main.111 %U https://doi.org/10.18653/v1/2021.emnlp-main.111 %P 1477-1491 %0 Conference Proceedings %T ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension %A Barba, Edoardo %A Procopio, Luigi %A Navigli, Roberto %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F barba-etal-2021-consec %R 10.18653/v1/2021.emnlp-main.112 %U https://aclanthology.org/2021.emnlp-main.112 %U https://doi.org/10.18653/v1/2021.emnlp-main.112 %P 1492-1503 %0 Conference Proceedings %T Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning %A Branco, Ruben %A Branco, António %A António Rodrigues, João %A Silva, João Ricardo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F branco-etal-2021-shortcutted %R 10.18653/v1/2021.emnlp-main.113 %U https://aclanthology.org/2021.emnlp-main.113 %U https://doi.org/10.18653/v1/2021.emnlp-main.113 %P 1504-1521 %0 Conference Proceedings %T When differential privacy meets NLP: The devil is in the detail %A Habernal, Ivan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F habernal-2021-differential %R 10.18653/v1/2021.emnlp-main.114 %U https://aclanthology.org/2021.emnlp-main.114 %U https://doi.org/10.18653/v1/2021.emnlp-main.114 %P 1522-1528 %0 Conference Proceedings %T Achieving Model Robustness through Discrete Adversarial Training %A Ivgi, Maor %A Berant, Jonathan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ivgi-berant-2021-achieving %R 10.18653/v1/2021.emnlp-main.115 %U https://aclanthology.org/2021.emnlp-main.115 %U https://doi.org/10.18653/v1/2021.emnlp-main.115 %P 1529-1544 %0 Conference Proceedings %T Debiasing Methods in Natural Language Understanding Make Bias More Accessible %A Mendelson, Michael %A Belinkov, Yonatan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mendelson-belinkov-2021-debiasing %R 10.18653/v1/2021.emnlp-main.116 %U https://aclanthology.org/2021.emnlp-main.116 %U https://doi.org/10.18653/v1/2021.emnlp-main.116 %P 1545-1557 %0 Conference Proceedings %T Evaluating the Robustness of Neural Language Models to Input Perturbations %A Moradi, Milad %A Samwald, Matthias %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F moradi-samwald-2021-evaluating %R 10.18653/v1/2021.emnlp-main.117 %U https://aclanthology.org/2021.emnlp-main.117 %U https://doi.org/10.18653/v1/2021.emnlp-main.117 %P 1558-1570 %0 Conference Proceedings %T How much pretraining data do language models need to learn syntax? %A Pérez-Mayos, Laura %A Ballesteros, Miguel %A Wanner, Leo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F perez-mayos-etal-2021-much %R 10.18653/v1/2021.emnlp-main.118 %U https://aclanthology.org/2021.emnlp-main.118 %U https://doi.org/10.18653/v1/2021.emnlp-main.118 %P 1571-1582 %0 Conference Proceedings %T Sorting through the noise: Testing robustness of information processing in pre-trained language models %A Pandia, Lalchand %A Ettinger, Allyson %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pandia-ettinger-2021-sorting %R 10.18653/v1/2021.emnlp-main.119 %U https://aclanthology.org/2021.emnlp-main.119 %U https://doi.org/10.18653/v1/2021.emnlp-main.119 %P 1583-1596 %0 Conference Proceedings %T Contrastive Explanations for Model Interpretability %A Jacovi, Alon %A Swayamdipta, Swabha %A Ravfogel, Shauli %A Elazar, Yanai %A Choi, Yejin %A Goldberg, Yoav %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jacovi-etal-2021-contrastive %R 10.18653/v1/2021.emnlp-main.120 %U https://aclanthology.org/2021.emnlp-main.120 %U https://doi.org/10.18653/v1/2021.emnlp-main.120 %P 1597-1611 %0 Conference Proceedings %T On the Transferability of Adversarial Attacks against Neural Text Classifier %A Yuan, Liping %A Zheng, Xiaoqing %A Zhou, Yi %A Hsieh, Cho-Jui %A Chang, Kai-Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yuan-etal-2021-transferability %R 10.18653/v1/2021.emnlp-main.121 %U https://aclanthology.org/2021.emnlp-main.121 %U https://doi.org/10.18653/v1/2021.emnlp-main.121 %P 1612-1625 %0 Conference Proceedings %T Conditional probing: measuring usable information beyond a baseline %A Hewitt, John %A Ethayarajh, Kawin %A Liang, Percy %A Manning, Christopher %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hewitt-etal-2021-conditional %R 10.18653/v1/2021.emnlp-main.122 %U https://aclanthology.org/2021.emnlp-main.122 %U https://doi.org/10.18653/v1/2021.emnlp-main.122 %P 1626-1639 %0 Conference Proceedings %T GFST: Gender-Filtered Self-Training for More Accurate Gender in Translation %A Choubey, Prafulla Kumar %A Currey, Anna %A Mathur, Prashant %A Dinu, Georgiana %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F choubey-etal-2021-gfst %R 10.18653/v1/2021.emnlp-main.123 %U https://aclanthology.org/2021.emnlp-main.123 %U https://doi.org/10.18653/v1/2021.emnlp-main.123 %P 1640-1654 %0 Conference Proceedings %T “Wikily” Supervised Neural Translation Tailored to Cross-Lingual Tasks %A Rasooli, Mohammad Sadegh %A Callison-Burch, Chris %A Wijaya, Derry Tanti %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F rasooli-etal-2021-wikily %R 10.18653/v1/2021.emnlp-main.124 %U https://aclanthology.org/2021.emnlp-main.124 %U https://doi.org/10.18653/v1/2021.emnlp-main.124 %P 1655-1670 %0 Conference Proceedings %T mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs %A Chi, Zewen %A Dong, Li %A Ma, Shuming %A Huang, Shaohan %A Singhal, Saksham %A Mao, Xian-Ling %A Huang, Heyan %A Song, Xia %A Wei, Furu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chi-etal-2021-mt6 %R 10.18653/v1/2021.emnlp-main.125 %U https://aclanthology.org/2021.emnlp-main.125 %U https://doi.org/10.18653/v1/2021.emnlp-main.125 %P 1671-1683 %0 Conference Proceedings %T Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training %A Huang, Kuan-Hao %A Ahmad, Wasi %A Peng, Nanyun %A Chang, Kai-Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F huang-etal-2021-improving-zero %R 10.18653/v1/2021.emnlp-main.126 %U https://aclanthology.org/2021.emnlp-main.126 %U https://doi.org/10.18653/v1/2021.emnlp-main.126 %P 1684-1697 %0 Conference Proceedings %T Speechformer: Reducing Information Loss in Direct Speech Translation %A Papi, Sara %A Gaido, Marco %A Negri, Matteo %A Turchi, Marco %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F papi-etal-2021-speechformer %R 10.18653/v1/2021.emnlp-main.127 %U https://aclanthology.org/2021.emnlp-main.127 %U https://doi.org/10.18653/v1/2021.emnlp-main.127 %P 1698-1706 %0 Conference Proceedings %T Is “moby dick” a Whale or a Bird? Named Entities and Terminology in Speech Translation %A Gaido, Marco %A Rodríguez, Susana %A Negri, Matteo %A Bentivogli, Luisa %A Turchi, Marco %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gaido-etal-2021-moby %R 10.18653/v1/2021.emnlp-main.128 %U https://aclanthology.org/2021.emnlp-main.128 %U https://doi.org/10.18653/v1/2021.emnlp-main.128 %P 1707-1716 %0 Conference Proceedings %T HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints %A Ramnath, Sahana %A Johnson, Melvin %A Gupta, Abhirut %A Raghuveer, Aravindan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ramnath-etal-2021-hintedbt %R 10.18653/v1/2021.emnlp-main.129 %U https://aclanthology.org/2021.emnlp-main.129 %U https://doi.org/10.18653/v1/2021.emnlp-main.129 %P 1717-1733 %0 Conference Proceedings %T Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation %A Alinejad, Ashkan %A Shavarani, Hassan S. %A Sarkar, Anoop %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F alinejad-etal-2021-translation %R 10.18653/v1/2021.emnlp-main.130 %U https://aclanthology.org/2021.emnlp-main.130 %U https://doi.org/10.18653/v1/2021.emnlp-main.130 %P 1734-1744 %0 Conference Proceedings %T Nearest Neighbour Few-Shot Learning for Cross-lingual Classification %A Bari, M. Saiful %A Haider, Batool %A Mansour, Saab %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bari-etal-2021-nearest %R 10.18653/v1/2021.emnlp-main.131 %U https://aclanthology.org/2021.emnlp-main.131 %U https://doi.org/10.18653/v1/2021.emnlp-main.131 %P 1745-1753 %0 Conference Proceedings %T Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation %A Gheini, Mozhdeh %A Ren, Xiang %A May, Jonathan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gheini-etal-2021-cross %R 10.18653/v1/2021.emnlp-main.132 %U https://aclanthology.org/2021.emnlp-main.132 %U https://doi.org/10.18653/v1/2021.emnlp-main.132 %P 1754-1765 %0 Conference Proceedings %T Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent %A Merrill, William %A Ramanujan, Vivek %A Goldberg, Yoav %A Schwartz, Roy %A Smith, Noah A. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F merrill-etal-2021-effects %R 10.18653/v1/2021.emnlp-main.133 %U https://aclanthology.org/2021.emnlp-main.133 %U https://doi.org/10.18653/v1/2021.emnlp-main.133 %P 1766-1781 %0 Conference Proceedings %T Foreseeing the Benefits of Incidental Supervision %A He, Hangfeng %A Zhang, Mingyuan %A Ning, Qiang %A Roth, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F he-etal-2021-foreseeing %R 10.18653/v1/2021.emnlp-main.134 %U https://aclanthology.org/2021.emnlp-main.134 %U https://doi.org/10.18653/v1/2021.emnlp-main.134 %P 1782-1800 %0 Conference Proceedings %T Competency Problems: On Finding and Removing Artifacts in Language Data %A Gardner, Matt %A Merrill, William %A Dodge, Jesse %A Peters, Matthew %A Ross, Alexis %A Singh, Sameer %A Smith, Noah A. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gardner-etal-2021-competency %R 10.18653/v1/2021.emnlp-main.135 %U https://aclanthology.org/2021.emnlp-main.135 %U https://doi.org/10.18653/v1/2021.emnlp-main.135 %P 1801-1813 %0 Conference Proceedings %T Knowledge-Aware Meta-learning for Low-Resource Text Classification %A Yao, Huaxiu %A Wu, Ying-xin %A Al-Shedivat, Maruan %A Xing, Eric %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yao-etal-2021-knowledge %R 10.18653/v1/2021.emnlp-main.136 %U https://aclanthology.org/2021.emnlp-main.136 %U https://doi.org/10.18653/v1/2021.emnlp-main.136 %P 1814-1821 %0 Conference Proceedings %T Sentence Bottleneck Autoencoders from Transformer Language Models %A Montero, Ivan %A Pappas, Nikolaos %A Smith, Noah A. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F montero-etal-2021-sentence %R 10.18653/v1/2021.emnlp-main.137 %U https://aclanthology.org/2021.emnlp-main.137 %U https://doi.org/10.18653/v1/2021.emnlp-main.137 %P 1822-1831 %0 Conference Proceedings %T Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning %A Ye, Seonghyeon %A Kim, Jiseon %A Oh, Alice %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ye-etal-2021-efficient %R 10.18653/v1/2021.emnlp-main.138 %U https://aclanthology.org/2021.emnlp-main.138 %U https://doi.org/10.18653/v1/2021.emnlp-main.138 %P 1832-1838 %0 Conference Proceedings %T CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation %A Ma, Wenchang %A Takanobu, Ryuichi %A Huang, Minlie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ma-etal-2021-cr %R 10.18653/v1/2021.emnlp-main.139 %U https://aclanthology.org/2021.emnlp-main.139 %U https://doi.org/10.18653/v1/2021.emnlp-main.139 %P 1839-1851 %0 Conference Proceedings %T DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization %A Wu, Zeqiu %A Lu, Bo-Ru %A Hajishirzi, Hannaneh %A Ostendorf, Mari %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wu-etal-2021-dialki %R 10.18653/v1/2021.emnlp-main.140 %U https://aclanthology.org/2021.emnlp-main.140 %U https://doi.org/10.18653/v1/2021.emnlp-main.140 %P 1852-1863 %0 Conference Proceedings %T Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text %A Clark, Christopher %A Salvador, Jordi %A Schwenk, Dustin %A Bonafilia, Derrick %A Yatskar, Mark %A Kolve, Eric %A Herrasti, Alvaro %A Choi, Jonghyun %A Mehta, Sachin %A Skjonsberg, Sam %A Schoenick, Carissa %A Sarnat, Aaron %A Hajishirzi, Hannaneh %A Kembhavi, Aniruddha %A Etzioni, Oren %A Farhadi, Ali %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F clark-etal-2021-iconary %R 10.18653/v1/2021.emnlp-main.141 %U https://aclanthology.org/2021.emnlp-main.141 %U https://doi.org/10.18653/v1/2021.emnlp-main.141 %P 1864-1886 %0 Conference Proceedings %T Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems %A Mi, Fei %A Zhou, Wanhao %A Kong, Lingjing %A Cai, Fengyu %A Huang, Minlie %A Faltings, Boi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mi-etal-2021-self %R 10.18653/v1/2021.emnlp-main.142 %U https://aclanthology.org/2021.emnlp-main.142 %U https://doi.org/10.18653/v1/2021.emnlp-main.142 %P 1887-1898 %0 Conference Proceedings %T Contextual Rephrase Detection for Reducing Friction in Dialogue Systems %A Wang, Zhuoyi %A Gupta, Saurabh %A Hao, Jie %A Fan, Xing %A Li, Dingcheng %A Li, Alexander Hanbo %A Guo, Chenlei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-contextual %R 10.18653/v1/2021.emnlp-main.143 %U https://aclanthology.org/2021.emnlp-main.143 %U https://doi.org/10.18653/v1/2021.emnlp-main.143 %P 1899-1905 %0 Conference Proceedings %T Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning %A Zhang, Jianguo %A Bui, Trung %A Yoon, Seunghyun %A Chen, Xiang %A Liu, Zhiwei %A Xia, Congying %A Tran, Quan Hung %A Chang, Walter %A Yu, Philip %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-shot %R 10.18653/v1/2021.emnlp-main.144 %U https://aclanthology.org/2021.emnlp-main.144 %U https://doi.org/10.18653/v1/2021.emnlp-main.144 %P 1906-1912 %0 Conference Proceedings %T “It doesn’t look good for a date”: Transforming Critiques into Preferences for Conversational Recommendation Systems %A Bursztyn, Victor %A Healey, Jennifer %A Lipka, Nedim %A Koh, Eunyee %A Downey, Doug %A Birnbaum, Larry %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bursztyn-etal-2021-doesnt %R 10.18653/v1/2021.emnlp-main.145 %U https://aclanthology.org/2021.emnlp-main.145 %U https://doi.org/10.18653/v1/2021.emnlp-main.145 %P 1913-1918 %0 Conference Proceedings %T AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions %A Ding, Haoran %A Luo, Xiao %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ding-luo-2021-attentionrank %R 10.18653/v1/2021.emnlp-main.146 %U https://aclanthology.org/2021.emnlp-main.146 %U https://doi.org/10.18653/v1/2021.emnlp-main.146 %P 1919-1928 %0 Conference Proceedings %T Unsupervised Relation Extraction: A Variational Autoencoder Approach %A Yuan, Chenhan %A Eldardiry, Hoda %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yuan-eldardiry-2021-unsupervised %R 10.18653/v1/2021.emnlp-main.147 %U https://aclanthology.org/2021.emnlp-main.147 %U https://doi.org/10.18653/v1/2021.emnlp-main.147 %P 1929-1938 %0 Conference Proceedings %T Robust Retrieval Augmented Generation for Zero-shot Slot Filling %A Glass, Michael %A Rossiello, Gaetano %A Chowdhury, Md Faisal Mahbub %A Gliozzo, Alfio %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F glass-etal-2021-robust %R 10.18653/v1/2021.emnlp-main.148 %U https://aclanthology.org/2021.emnlp-main.148 %U https://doi.org/10.18653/v1/2021.emnlp-main.148 %P 1939-1949 %0 Conference Proceedings %T Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction %A Yarmohammadi, Mahsa %A Wu, Shijie %A Marone, Marc %A Xu, Haoran %A Ebner, Seth %A Qin, Guanghui %A Chen, Yunmo %A Guo, Jialiang %A Harman, Craig %A Murray, Kenton %A White, Aaron Steven %A Dredze, Mark %A Van Durme, Benjamin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yarmohammadi-etal-2021-everything %R 10.18653/v1/2021.emnlp-main.149 %U https://aclanthology.org/2021.emnlp-main.149 %U https://doi.org/10.18653/v1/2021.emnlp-main.149 %P 1950-1967 %0 Conference Proceedings %T Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies %A Dev, Sunipa %A Monajatipoor, Masoud %A Ovalle, Anaelia %A Subramonian, Arjun %A Phillips, Jeff %A Chang, Kai-Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dev-etal-2021-harms %R 10.18653/v1/2021.emnlp-main.150 %U https://aclanthology.org/2021.emnlp-main.150 %U https://doi.org/10.18653/v1/2021.emnlp-main.150 %P 1968-1994 %0 Conference Proceedings %T Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search %A Wang, Jialu %A Liu, Yang %A Wang, Xin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-gender %R 10.18653/v1/2021.emnlp-main.151 %U https://aclanthology.org/2021.emnlp-main.151 %U https://doi.org/10.18653/v1/2021.emnlp-main.151 %P 1995-2008 %0 Conference Proceedings %T Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness %A Mireshghallah, Fatemehsadat %A Berg-Kirkpatrick, Taylor %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mireshghallah-berg-kirkpatrick-2021-style %R 10.18653/v1/2021.emnlp-main.152 %U https://aclanthology.org/2021.emnlp-main.152 %U https://doi.org/10.18653/v1/2021.emnlp-main.152 %P 2009-2022 %0 Conference Proceedings %T Modeling Disclosive Transparency in NLP Application Descriptions %A Saxon, Michael %A Levy, Sharon %A Wang, Xinyi %A Albalak, Alon %A Wang, William Yang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F saxon-etal-2021-modeling %R 10.18653/v1/2021.emnlp-main.153 %U https://aclanthology.org/2021.emnlp-main.153 %U https://doi.org/10.18653/v1/2021.emnlp-main.153 %P 2023-2037 %0 Conference Proceedings %T Reconstruction Attack on Instance Encoding for Language Understanding %A Xie, Shangyu %A Hong, Yuan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xie-hong-2021-reconstruction %R 10.18653/v1/2021.emnlp-main.154 %U https://aclanthology.org/2021.emnlp-main.154 %U https://doi.org/10.18653/v1/2021.emnlp-main.154 %P 2038-2044 %0 Conference Proceedings %T Fairness-aware Class Imbalanced Learning %A Subramanian, Shivashankar %A Rahimi, Afshin %A Baldwin, Timothy %A Cohn, Trevor %A Frermann, Lea %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F subramanian-etal-2021-fairness %R 10.18653/v1/2021.emnlp-main.155 %U https://aclanthology.org/2021.emnlp-main.155 %U https://doi.org/10.18653/v1/2021.emnlp-main.155 %P 2045-2051 %0 Conference Proceedings %T CRYPTOGRU: Low Latency Privacy-Preserving Text Analysis With GRU %A Feng, Bo %A Lou, Qian %A Jiang, Lei %A Fox, Geoffrey %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F feng-etal-2021-cryptogru %R 10.18653/v1/2021.emnlp-main.156 %U https://aclanthology.org/2021.emnlp-main.156 %U https://doi.org/10.18653/v1/2021.emnlp-main.156 %P 2052-2057 %0 Conference Proceedings %T Local Word Discovery for Interactive Transcription %A Lane, William %A Bird, Steven %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lane-bird-2021-local %R 10.18653/v1/2021.emnlp-main.157 %U https://aclanthology.org/2021.emnlp-main.157 %U https://doi.org/10.18653/v1/2021.emnlp-main.157 %P 2058-2067 %0 Conference Proceedings %T Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision %A Maimaiti, Mieradilijiang %A Liu, Yang %A Zheng, Yuanhang %A Chen, Gang %A Huang, Kaiyu %A Zhang, Ji %A Luan, Huanbo %A Sun, Maosong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F maimaiti-etal-2021-segment %R 10.18653/v1/2021.emnlp-main.158 %U https://aclanthology.org/2021.emnlp-main.158 %U https://doi.org/10.18653/v1/2021.emnlp-main.158 %P 2068-2077 %0 Conference Proceedings %T Minimal Supervision for Morphological Inflection %A Goldman, Omer %A Tsarfaty, Reut %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F goldman-tsarfaty-2021-minimal %R 10.18653/v1/2021.emnlp-main.159 %U https://aclanthology.org/2021.emnlp-main.159 %U https://doi.org/10.18653/v1/2021.emnlp-main.159 %P 2078-2088 %0 Conference Proceedings %T Fast WordPiece Tokenization %A Song, Xinying %A Salcianu, Alex %A Song, Yang %A Dopson, Dave %A Zhou, Denny %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F song-etal-2021-fast %R 10.18653/v1/2021.emnlp-main.160 %U https://aclanthology.org/2021.emnlp-main.160 %U https://doi.org/10.18653/v1/2021.emnlp-main.160 %P 2089-2103 %0 Conference Proceedings %T You should evaluate your language model on marginal likelihood over tokenisations %A Cao, Kris %A Rimell, Laura %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F cao-rimell-2021-evaluate %R 10.18653/v1/2021.emnlp-main.161 %U https://aclanthology.org/2021.emnlp-main.161 %U https://doi.org/10.18653/v1/2021.emnlp-main.161 %P 2104-2114 %0 Conference Proceedings %T Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning %A Yin, Da %A Li, Liunian Harold %A Hu, Ziniu %A Peng, Nanyun %A Chang, Kai-Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yin-etal-2021-broaden %R 10.18653/v1/2021.emnlp-main.162 %U https://aclanthology.org/2021.emnlp-main.162 %U https://doi.org/10.18653/v1/2021.emnlp-main.162 %P 2115-2129 %0 Conference Proceedings %T Reference-Centric Models for Grounded Collaborative Dialogue %A Fried, Daniel %A Chiu, Justin %A Klein, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F fried-etal-2021-reference %R 10.18653/v1/2021.emnlp-main.163 %U https://aclanthology.org/2021.emnlp-main.163 %U https://doi.org/10.18653/v1/2021.emnlp-main.163 %P 2130-2147 %0 Conference Proceedings %T CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization %A Akula, Arjun %A Changpinyo, Soravit %A Gong, Boqing %A Sharma, Piyush %A Zhu, Song-Chun %A Soricut, Radu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F akula-etal-2021-crossvqa %R 10.18653/v1/2021.emnlp-main.164 %U https://aclanthology.org/2021.emnlp-main.164 %U https://doi.org/10.18653/v1/2021.emnlp-main.164 %P 2148-2166 %0 Conference Proceedings %T Visual Goal-Step Inference using wikiHow %A Yang, Yue %A Panagopoulou, Artemis %A Lyu, Qing %A Zhang, Li %A Yatskar, Mark %A Callison-Burch, Chris %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yang-etal-2021-visual %R 10.18653/v1/2021.emnlp-main.165 %U https://aclanthology.org/2021.emnlp-main.165 %U https://doi.org/10.18653/v1/2021.emnlp-main.165 %P 2167-2179 %0 Conference Proceedings %T Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? %A Qiu, Linlu %A Hu, Hexiang %A Zhang, Bowen %A Shaw, Peter %A Sha, Fei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F qiu-etal-2021-systematic %R 10.18653/v1/2021.emnlp-main.166 %U https://aclanthology.org/2021.emnlp-main.166 %U https://doi.org/10.18653/v1/2021.emnlp-main.166 %P 2180-2188 %0 Conference Proceedings %T Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models %A Iki, Taichi %A Aizawa, Akiko %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F iki-aizawa-2021-effect %R 10.18653/v1/2021.emnlp-main.167 %U https://aclanthology.org/2021.emnlp-main.167 %U https://doi.org/10.18653/v1/2021.emnlp-main.167 %P 2189-2196 %0 Conference Proceedings %T Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding %A Dziri, Nouha %A Madotto, Andrea %A Zaïane, Osmar %A Bose, Avishek Joey %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dziri-etal-2021-neural %R 10.18653/v1/2021.emnlp-main.168 %U https://aclanthology.org/2021.emnlp-main.168 %U https://doi.org/10.18653/v1/2021.emnlp-main.168 %P 2197-2214 %0 Conference Proceedings %T Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems %A Zou, Yicheng %A Liu, Zhihua %A Hu, Xingwu %A Zhang, Qi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zou-etal-2021-thinking %R 10.18653/v1/2021.emnlp-main.169 %U https://aclanthology.org/2021.emnlp-main.169 %U https://doi.org/10.18653/v1/2021.emnlp-main.169 %P 2215-2226 %0 Conference Proceedings %T Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes %A Kim, Hyunwoo %A Kim, Byeongchang %A Kim, Gunhee %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kim-etal-2021-perspective %R 10.18653/v1/2021.emnlp-main.170 %U https://aclanthology.org/2021.emnlp-main.170 %U https://doi.org/10.18653/v1/2021.emnlp-main.170 %P 2227-2240 %0 Conference Proceedings %T Generation and Extraction Combined Dialogue State Tracking with Hierarchical Ontology Integration %A Li, Xinmeng %A Li, Qian %A Wu, Wansen %A Yin, Quanjun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-generation %R 10.18653/v1/2021.emnlp-main.171 %U https://aclanthology.org/2021.emnlp-main.171 %U https://doi.org/10.18653/v1/2021.emnlp-main.171 %P 2241-2249 %0 Conference Proceedings %T CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation %A Zhan, Haolan %A Shen, Lei %A Chen, Hongshen %A Zhang, Hainan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhan-etal-2021-colv %R 10.18653/v1/2021.emnlp-main.172 %U https://aclanthology.org/2021.emnlp-main.172 %U https://doi.org/10.18653/v1/2021.emnlp-main.172 %P 2250-2261 %0 Conference Proceedings %T A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation %A Liu, Shilei %A Zhao, Xiaofeng %A Li, Bochao %A Ren, Feiliang %A Zhang, Longhui %A Yin, Shujuan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-three %R 10.18653/v1/2021.emnlp-main.173 %U https://aclanthology.org/2021.emnlp-main.173 %U https://doi.org/10.18653/v1/2021.emnlp-main.173 %P 2262-2272 %0 Conference Proceedings %T Intention Reasoning Network for Multi-Domain End-to-end Task-Oriented Dialogue %A Ma, Zhiyuan %A Li, Jianjun %A Zhang, Zezheng %A Li, Guohui %A Cheng, Yongjing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ma-etal-2021-intention %R 10.18653/v1/2021.emnlp-main.174 %U https://aclanthology.org/2021.emnlp-main.174 %U https://doi.org/10.18653/v1/2021.emnlp-main.174 %P 2273-2285 %0 Conference Proceedings %T More is Better: Enhancing Open-Domain Dialogue Generation via Multi-Source Heterogeneous Knowledge %A Wu, Sixing %A Li, Ying %A Wang, Minghui %A Zhang, Dawei %A Zhou, Yang %A Wu, Zhonghai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wu-etal-2021-better %R 10.18653/v1/2021.emnlp-main.175 %U https://aclanthology.org/2021.emnlp-main.175 %U https://doi.org/10.18653/v1/2021.emnlp-main.175 %P 2286-2300 %0 Conference Proceedings %T Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks %A Liu, Qingbin %A Cao, Pengfei %A Liu, Cao %A Chen, Jiansong %A Cai, Xunliang %A Yang, Fan %A He, Shizhu %A Liu, Kang %A Zhao, Jun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-domain %R 10.18653/v1/2021.emnlp-main.176 %U https://aclanthology.org/2021.emnlp-main.176 %U https://doi.org/10.18653/v1/2021.emnlp-main.176 %P 2301-2311 %0 Conference Proceedings %T CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling %A Wu, Han %A Xu, Kun %A Song, Linqi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wu-etal-2021-csagn %R 10.18653/v1/2021.emnlp-main.177 %U https://aclanthology.org/2021.emnlp-main.177 %U https://doi.org/10.18653/v1/2021.emnlp-main.177 %P 2312-2317 %0 Conference Proceedings %T Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks %A Qiu, Yao %A Zhang, Jinchao %A Zhou, Jie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F qiu-etal-2021-different %R 10.18653/v1/2021.emnlp-main.178 %U https://aclanthology.org/2021.emnlp-main.178 %U https://doi.org/10.18653/v1/2021.emnlp-main.178 %P 2318-2327 %0 Conference Proceedings %T Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation %A Cui, Leyang %A Wu, Yu %A Liu, Shujie %A Zhang, Yue %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F cui-etal-2021-knowledge %R 10.18653/v1/2021.emnlp-main.179 %U https://aclanthology.org/2021.emnlp-main.179 %U https://doi.org/10.18653/v1/2021.emnlp-main.179 %P 2328-2337 %0 Conference Proceedings %T An Evaluation Dataset and Strategy for Building Robust Multi-turn Response Selection Model %A Han, Kijong %A Lee, Seojin %A Lee, Dong-hun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F han-etal-2021-evaluation %R 10.18653/v1/2021.emnlp-main.180 %U https://aclanthology.org/2021.emnlp-main.180 %U https://doi.org/10.18653/v1/2021.emnlp-main.180 %P 2338-2344 %0 Conference Proceedings %T Unsupervised Conversation Disentanglement through Co-Training %A Liu, Hui %A Shi, Zhan %A Zhu, Xiaodan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-unsupervised %R 10.18653/v1/2021.emnlp-main.181 %U https://aclanthology.org/2021.emnlp-main.181 %U https://doi.org/10.18653/v1/2021.emnlp-main.181 %P 2345-2356 %0 Conference Proceedings %T Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System %A Qin, Libo %A Xie, Tianbao %A Huang, Shijue %A Chen, Qiguang %A Xu, Xiao %A Che, Wanxiang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F qin-etal-2021-dont %R 10.18653/v1/2021.emnlp-main.182 %U https://aclanthology.org/2021.emnlp-main.182 %U https://doi.org/10.18653/v1/2021.emnlp-main.182 %P 2357-2367 %0 Conference Proceedings %T Transferable Persona-Grounded Dialogues via Grounded Minimal Edits %A Wu, Chen Henry %A Zheng, Yinhe %A Mao, Xiaoxi %A Huang, Minlie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wu-etal-2021-transferable %R 10.18653/v1/2021.emnlp-main.183 %U https://aclanthology.org/2021.emnlp-main.183 %U https://doi.org/10.18653/v1/2021.emnlp-main.183 %P 2368-2382 %0 Conference Proceedings %T EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning %A Zhou, Hao %A Huang, Minlie %A Liu, Yong %A Chen, Wei %A Zhu, Xiaoyan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-etal-2021-earl %R 10.18653/v1/2021.emnlp-main.184 %U https://aclanthology.org/2021.emnlp-main.184 %U https://doi.org/10.18653/v1/2021.emnlp-main.184 %P 2383-2395 %0 Conference Proceedings %T DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings %A Liu, Che %A Wang, Rui %A Liu, Jinghua %A Sun, Jian %A Huang, Fei %A Si, Luo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-dialoguecse %R 10.18653/v1/2021.emnlp-main.185 %U https://aclanthology.org/2021.emnlp-main.185 %U https://doi.org/10.18653/v1/2021.emnlp-main.185 %P 2396-2406 %0 Conference Proceedings %T Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings %A Lai, Shaopeng %A Wang, Ante %A Meng, Fandong %A Zhou, Jie %A Ge, Yubin %A Zeng, Jiali %A Yao, Junfeng %A Huang, Degen %A Su, Jinsong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lai-etal-2021-improving %R 10.18653/v1/2021.emnlp-main.186 %U https://aclanthology.org/2021.emnlp-main.186 %U https://doi.org/10.18653/v1/2021.emnlp-main.186 %P 2407-2417 %0 Conference Proceedings %T Not Just Classification: Recognizing Implicit Discourse Relation on Joint Modeling of Classification and Generation %A Jiang, Feng %A Fan, Yaxin %A Chu, Xiaomin %A Li, Peifeng %A Zhu, Qiaoming %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jiang-etal-2021-just %R 10.18653/v1/2021.emnlp-main.187 %U https://aclanthology.org/2021.emnlp-main.187 %U https://doi.org/10.18653/v1/2021.emnlp-main.187 %P 2418-2431 %0 Conference Proceedings %T A Language Model-based Generative Classifier for Sentence-level Discourse Parsing %A Zhang, Ying %A Kamigaito, Hidetaka %A Okumura, Manabu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-language %R 10.18653/v1/2021.emnlp-main.188 %U https://aclanthology.org/2021.emnlp-main.188 %U https://doi.org/10.18653/v1/2021.emnlp-main.188 %P 2432-2446 %0 Conference Proceedings %T Multimodal Phased Transformer for Sentiment Analysis %A Cheng, Junyan %A Fostiropoulos, Iordanis %A Boehm, Barry %A Soleymani, Mohammad %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F cheng-etal-2021-multimodal %R 10.18653/v1/2021.emnlp-main.189 %U https://aclanthology.org/2021.emnlp-main.189 %U https://doi.org/10.18653/v1/2021.emnlp-main.189 %P 2447-2458 %0 Conference Proceedings %T Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations %A Xu, Linli %A Teng, Sijie %A Zhao, Ruoyu %A Guo, Junliang %A Xiao, Chi %A Jiang, Deqiang %A Ren, Bo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xu-etal-2021-hierarchical %R 10.18653/v1/2021.emnlp-main.190 %U https://aclanthology.org/2021.emnlp-main.190 %U https://doi.org/10.18653/v1/2021.emnlp-main.190 %P 2459-2468 %0 Conference Proceedings %T RankNAS: Efficient Neural Architecture Search by Pairwise Ranking %A Hu, Chi %A Wang, Chenglong %A Ma, Xiangnan %A Meng, Xia %A Li, Yinqiao %A Xiao, Tong %A Zhu, Jingbo %A Li, Changliang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hu-etal-2021-ranknas %R 10.18653/v1/2021.emnlp-main.191 %U https://aclanthology.org/2021.emnlp-main.191 %U https://doi.org/10.18653/v1/2021.emnlp-main.191 %P 2469-2480 %0 Conference Proceedings %T FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks %A Liu, Chen %A Mengchao, Zhang %A Zhibing, Fu %A Hou, Panpan %A Li, Yu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-flitext %R 10.18653/v1/2021.emnlp-main.192 %U https://aclanthology.org/2021.emnlp-main.192 %U https://doi.org/10.18653/v1/2021.emnlp-main.192 %P 2481-2491 %0 Conference Proceedings %T Evaluating Debiasing Techniques for Intersectional Biases %A Subramanian, Shivashankar %A Han, Xudong %A Baldwin, Timothy %A Cohn, Trevor %A Frermann, Lea %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F subramanian-etal-2021-evaluating %R 10.18653/v1/2021.emnlp-main.193 %U https://aclanthology.org/2021.emnlp-main.193 %U https://doi.org/10.18653/v1/2021.emnlp-main.193 %P 2492-2498 %0 Conference Proceedings %T Definition Modelling for Appropriate Specificity %A Huang, Han %A Kajiwara, Tomoyuki %A Arase, Yuki %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F huang-etal-2021-definition %R 10.18653/v1/2021.emnlp-main.194 %U https://aclanthology.org/2021.emnlp-main.194 %U https://doi.org/10.18653/v1/2021.emnlp-main.194 %P 2499-2509 %0 Conference Proceedings %T Transductive Learning for Unsupervised Text Style Transfer %A Xiao, Fei %A Pang, Liang %A Lan, Yanyan %A Wang, Yan %A Shen, Huawei %A Cheng, Xueqi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xiao-etal-2021-transductive %R 10.18653/v1/2021.emnlp-main.195 %U https://aclanthology.org/2021.emnlp-main.195 %U https://doi.org/10.18653/v1/2021.emnlp-main.195 %P 2510-2521 %0 Conference Proceedings %T Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization %A Guan, Yong %A Guo, Shaoru %A Li, Ru %A Li, Xiaoli %A Zhang, Hu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F guan-etal-2021-integrating %R 10.18653/v1/2021.emnlp-main.196 %U https://aclanthology.org/2021.emnlp-main.196 %U https://doi.org/10.18653/v1/2021.emnlp-main.196 %P 2522-2529 %0 Conference Proceedings %T Coupling Context Modeling with Zero Pronoun Recovering for Document-Level Natural Language Generation %A Tan, Xin %A Zhang, Longyin %A Zhou, Guodong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F tan-etal-2021-coupling %R 10.18653/v1/2021.emnlp-main.197 %U https://aclanthology.org/2021.emnlp-main.197 %U https://doi.org/10.18653/v1/2021.emnlp-main.197 %P 2530-2540 %0 Conference Proceedings %T Adaptive Bridge between Training and Inference for Dialogue Generation %A Xu, Haoran %A Zhang, Hainan %A Zou, Yanyan %A Chen, Hongshen %A Ding, Zhuoye %A Lan, Yanyan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xu-etal-2021-adaptive %R 10.18653/v1/2021.emnlp-main.198 %U https://aclanthology.org/2021.emnlp-main.198 %U https://doi.org/10.18653/v1/2021.emnlp-main.198 %P 2541-2550 %0 Conference Proceedings %T ConRPG: Paraphrase Generation using Contexts as Regularizer %A Meng, Yuxian %A Ao, Xiang %A He, Qing %A Sun, Xiaofei %A Han, Qinghong %A Wu, Fei %A Fan, Chun %A Li, Jiwei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F meng-etal-2021-conrpg %R 10.18653/v1/2021.emnlp-main.199 %U https://aclanthology.org/2021.emnlp-main.199 %U https://doi.org/10.18653/v1/2021.emnlp-main.199 %P 2551-2562 %0 Conference Proceedings %T Building the Directed Semantic Graph for Coherent Long Text Generation %A Wang, Ziao %A Zhang, Xiaofeng %A Du, Hongwei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-building %R 10.18653/v1/2021.emnlp-main.200 %U https://aclanthology.org/2021.emnlp-main.200 %U https://doi.org/10.18653/v1/2021.emnlp-main.200 %P 2563-2572 %0 Conference Proceedings %T Iterative GNN-based Decoder for Question Generation %A Fei, Zichu %A Zhang, Qi %A Zhou, Yaqian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F fei-etal-2021-iterative %R 10.18653/v1/2021.emnlp-main.201 %U https://aclanthology.org/2021.emnlp-main.201 %U https://doi.org/10.18653/v1/2021.emnlp-main.201 %P 2573-2582 %0 Conference Proceedings %T Asking Questions Like Educational Experts: Automatically Generating Question-Answer Pairs on Real-World Examination Data %A Qu, Fanyi %A Jia, Xin %A Wu, Yunfang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F qu-etal-2021-asking %R 10.18653/v1/2021.emnlp-main.202 %U https://aclanthology.org/2021.emnlp-main.202 %U https://doi.org/10.18653/v1/2021.emnlp-main.202 %P 2583-2593 %0 Conference Proceedings %T Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data %A Yang, Erguang %A Liu, Mingtong %A Xiong, Deyi %A Zhang, Yujie %A Meng, Yao %A Hu, Changjian %A Xu, Jinan %A Chen, Yufeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yang-etal-2021-syntactically %R 10.18653/v1/2021.emnlp-main.203 %U https://aclanthology.org/2021.emnlp-main.203 %U https://doi.org/10.18653/v1/2021.emnlp-main.203 %P 2594-2604 %0 Conference Proceedings %T Exploring Task Difficulty for Few-Shot Relation Extraction %A Han, Jiale %A Cheng, Bo %A Lu, Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F han-etal-2021-exploring %R 10.18653/v1/2021.emnlp-main.204 %U https://aclanthology.org/2021.emnlp-main.204 %U https://doi.org/10.18653/v1/2021.emnlp-main.204 %P 2605-2616 %0 Conference Proceedings %T MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations %A Ma, Xinyin %A Jiang, Yong %A Bach, Nguyen %A Wang, Tao %A Huang, Zhongqiang %A Huang, Fei %A Lu, Weiming %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ma-etal-2021-muver %R 10.18653/v1/2021.emnlp-main.205 %U https://aclanthology.org/2021.emnlp-main.205 %U https://doi.org/10.18653/v1/2021.emnlp-main.205 %P 2617-2624 %0 Conference Proceedings %T Treasures Outside Contexts: Improving Event Detection via Global Statistics %A Li, Rui %A Zhao, Wenlin %A Yang, Cheng %A Su, Sen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-treasures %R 10.18653/v1/2021.emnlp-main.206 %U https://aclanthology.org/2021.emnlp-main.206 %U https://doi.org/10.18653/v1/2021.emnlp-main.206 %P 2625-2635 %0 Conference Proceedings %T Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification %A Cao, Pengfei %A Chen, Yubo %A Yang, Yuqing %A Liu, Kang %A Zhao, Jun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F cao-etal-2021-uncertain %R 10.18653/v1/2021.emnlp-main.207 %U https://aclanthology.org/2021.emnlp-main.207 %U https://doi.org/10.18653/v1/2021.emnlp-main.207 %P 2636-2645 %0 Conference Proceedings %T A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling %A Ren, Feiliang %A Zhang, Longhui %A Yin, Shujuan %A Zhao, Xiaofeng %A Liu, Shilei %A Li, Bochao %A Liu, Yaduo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ren-etal-2021-novel %R 10.18653/v1/2021.emnlp-main.208 %U https://aclanthology.org/2021.emnlp-main.208 %U https://doi.org/10.18653/v1/2021.emnlp-main.208 %P 2646-2656 %0 Conference Proceedings %T Structure-Augmented Keyphrase Generation %A Kim, Jihyuk %A Jeong, Myeongho %A Choi, Seungtaek %A Hwang, Seung-won %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kim-etal-2021-structure %R 10.18653/v1/2021.emnlp-main.209 %U https://aclanthology.org/2021.emnlp-main.209 %U https://doi.org/10.18653/v1/2021.emnlp-main.209 %P 2657-2667 %0 Conference Proceedings %T An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing %A Chen, Yi %A Jiang, Haiyun %A Liu, Lemao %A Shi, Shuming %A Fan, Chuang %A Yang, Min %A Xu, Ruifeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-empirical %R 10.18653/v1/2021.emnlp-main.210 %U https://aclanthology.org/2021.emnlp-main.210 %U https://doi.org/10.18653/v1/2021.emnlp-main.210 %P 2668-2678 %0 Conference Proceedings %T DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling %A Wang, Baojun %A Zhang, Zhao %A Xu, Kun %A Hao, Guang-Yuan %A Zhang, Yuyang %A Shang, Lifeng %A Li, Linlin %A Chen, Xiao %A Jiang, Xin %A Liu, Qun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-dylex %R 10.18653/v1/2021.emnlp-main.211 %U https://aclanthology.org/2021.emnlp-main.211 %U https://doi.org/10.18653/v1/2021.emnlp-main.211 %P 2679-2693 %0 Conference Proceedings %T MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction %A Dong, Manqing %A Pan, Chunguang %A Luo, Zhipeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dong-etal-2021-mapre %R 10.18653/v1/2021.emnlp-main.212 %U https://aclanthology.org/2021.emnlp-main.212 %U https://doi.org/10.18653/v1/2021.emnlp-main.212 %P 2694-2704 %0 Conference Proceedings %T Heterogeneous Graph Neural Networks for Keyphrase Generation %A Ye, Jiacheng %A Cai, Ruijian %A Gui, Tao %A Zhang, Qi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ye-etal-2021-heterogeneous %R 10.18653/v1/2021.emnlp-main.213 %U https://aclanthology.org/2021.emnlp-main.213 %U https://doi.org/10.18653/v1/2021.emnlp-main.213 %P 2705-2715 %0 Conference Proceedings %T Machine Reading Comprehension as Data Augmentation: A Case Study on Implicit Event Argument Extraction %A Liu, Jian %A Chen, Yufeng %A Xu, Jinan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-machine %R 10.18653/v1/2021.emnlp-main.214 %U https://aclanthology.org/2021.emnlp-main.214 %U https://doi.org/10.18653/v1/2021.emnlp-main.214 %P 2716-2725 %0 Conference Proceedings %T Importance Estimation from Multiple Perspectives for Keyphrase Extraction %A Song, Mingyang %A Jing, Liping %A Xiao, Lin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F song-etal-2021-importance %R 10.18653/v1/2021.emnlp-main.215 %U https://aclanthology.org/2021.emnlp-main.215 %U https://doi.org/10.18653/v1/2021.emnlp-main.215 %P 2726-2736 %0 Conference Proceedings %T Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction %A Hu, Xuming %A Zhang, Chenwei %A Yang, Yawen %A Li, Xiaohe %A Lin, Li %A Wen, Lijie %A Yu, Philip S. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hu-etal-2021-gradient %R 10.18653/v1/2021.emnlp-main.216 %U https://aclanthology.org/2021.emnlp-main.216 %U https://doi.org/10.18653/v1/2021.emnlp-main.216 %P 2737-2746 %0 Conference Proceedings %T Low-resource Taxonomy Enrichment with Pretrained Language Models %A Takeoka, Kunihiro %A Akimoto, Kosuke %A Oyamada, Masafumi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F takeoka-etal-2021-low %R 10.18653/v1/2021.emnlp-main.217 %U https://aclanthology.org/2021.emnlp-main.217 %U https://doi.org/10.18653/v1/2021.emnlp-main.217 %P 2747-2758 %0 Conference Proceedings %T Entity Relation Extraction as Dependency Parsing in Visually Rich Documents %A Zhang, Yue %A Bo, Zhang %A Wang, Rui %A Cao, Junjie %A Li, Chen %A Bao, Zuyi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-entity %R 10.18653/v1/2021.emnlp-main.218 %U https://aclanthology.org/2021.emnlp-main.218 %U https://doi.org/10.18653/v1/2021.emnlp-main.218 %P 2759-2768 %0 Conference Proceedings %T Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction %A Wu, Hui %A Shi, Xiaodong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wu-shi-2021-synchronous %R 10.18653/v1/2021.emnlp-main.219 %U https://aclanthology.org/2021.emnlp-main.219 %U https://doi.org/10.18653/v1/2021.emnlp-main.219 %P 2769-2779 %0 Conference Proceedings %T Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder %A Lu, Shuqi %A He, Di %A Xiong, Chenyan %A Ke, Guolin %A Malik, Waleed %A Dou, Zhicheng %A Bennett, Paul %A Liu, Tie-Yan %A Overwijk, Arnold %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lu-etal-2021-less %R 10.18653/v1/2021.emnlp-main.220 %U https://aclanthology.org/2021.emnlp-main.220 %U https://doi.org/10.18653/v1/2021.emnlp-main.220 %P 2780-2791 %0 Conference Proceedings %T TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification %A Wang, Chengyu %A Wang, Jianing %A Qiu, Minghui %A Huang, Jun %A Gao, Ming %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-transprompt %R 10.18653/v1/2021.emnlp-main.221 %U https://aclanthology.org/2021.emnlp-main.221 %U https://doi.org/10.18653/v1/2021.emnlp-main.221 %P 2792-2802 %0 Conference Proceedings %T Weakly-supervised Text Classification Based on Keyword Graph %A Zhang, Lu %A Ding, Jiandong %A Xu, Yi %A Liu, Yingyao %A Zhou, Shuigeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-weakly %R 10.18653/v1/2021.emnlp-main.222 %U https://aclanthology.org/2021.emnlp-main.222 %U https://doi.org/10.18653/v1/2021.emnlp-main.222 %P 2803-2813 %0 Conference Proceedings %T Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation %A Yi, Jingwei %A Wu, Fangzhao %A Wu, Chuhan %A Liu, Ruixuan %A Sun, Guangzhong %A Xie, Xing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yi-etal-2021-efficient %R 10.18653/v1/2021.emnlp-main.223 %U https://aclanthology.org/2021.emnlp-main.223 %U https://doi.org/10.18653/v1/2021.emnlp-main.223 %P 2814-2824 %0 Conference Proceedings %T RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking %A Ren, Ruiyang %A Qu, Yingqi %A Liu, Jing %A Zhao, Wayne Xin %A She, QiaoQiao %A Wu, Hua %A Wang, Haifeng %A Wen, Ji-Rong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ren-etal-2021-rocketqav2 %R 10.18653/v1/2021.emnlp-main.224 %U https://aclanthology.org/2021.emnlp-main.224 %U https://doi.org/10.18653/v1/2021.emnlp-main.224 %P 2825-2835 %0 Conference Proceedings %T Dealing with Typos for BERT-based Passage Retrieval and Ranking %A Zhuang, Shengyao %A Zuccon, Guido %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhuang-zuccon-2021-dealing %R 10.18653/v1/2021.emnlp-main.225 %U https://aclanthology.org/2021.emnlp-main.225 %U https://doi.org/10.18653/v1/2021.emnlp-main.225 %P 2836-2842 %0 Conference Proceedings %T From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment %A Mao, Xin %A Wang, Wenting %A Wu, Yuanbin %A Lan, Man %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mao-etal-2021-alignment %R 10.18653/v1/2021.emnlp-main.226 %U https://aclanthology.org/2021.emnlp-main.226 %U https://doi.org/10.18653/v1/2021.emnlp-main.226 %P 2843-2853 %0 Conference Proceedings %T Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval %A Ma, Xueguang %A Li, Minghan %A Sun, Kai %A Xin, Ji %A Lin, Jimmy %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ma-etal-2021-simple %R 10.18653/v1/2021.emnlp-main.227 %U https://aclanthology.org/2021.emnlp-main.227 %U https://doi.org/10.18653/v1/2021.emnlp-main.227 %P 2854-2859 %0 Conference Proceedings %T Relation Extraction with Word Graphs from N-grams %A Qin, Han %A Tian, Yuanhe %A Song, Yan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F qin-etal-2021-relation %R 10.18653/v1/2021.emnlp-main.228 %U https://aclanthology.org/2021.emnlp-main.228 %U https://doi.org/10.18653/v1/2021.emnlp-main.228 %P 2860-2868 %0 Conference Proceedings %T A Bayesian Framework for Information-Theoretic Probing %A Pimentel, Tiago %A Cotterell, Ryan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pimentel-cotterell-2021-bayesian %R 10.18653/v1/2021.emnlp-main.229 %U https://aclanthology.org/2021.emnlp-main.229 %U https://doi.org/10.18653/v1/2021.emnlp-main.229 %P 2869-2887 %0 Conference Proceedings %T Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little %A Sinha, Koustuv %A Jia, Robin %A Hupkes, Dieuwke %A Pineau, Joelle %A Williams, Adina %A Kiela, Douwe %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sinha-etal-2021-masked %R 10.18653/v1/2021.emnlp-main.230 %U https://aclanthology.org/2021.emnlp-main.230 %U https://doi.org/10.18653/v1/2021.emnlp-main.230 %P 2888-2913 %0 Conference Proceedings %T What’s Hidden in a One-layer Randomly Weighted Transformer? %A Shen, Sheng %A Yao, Zhewei %A Kiela, Douwe %A Keutzer, Kurt %A Mahoney, Michael %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F shen-etal-2021-whats %R 10.18653/v1/2021.emnlp-main.231 %U https://aclanthology.org/2021.emnlp-main.231 %U https://doi.org/10.18653/v1/2021.emnlp-main.231 %P 2914-2921 %0 Conference Proceedings %T Rethinking Denoised Auto-Encoding in Language Pre-Training %A Luo, Fuli %A Yang, Pengcheng %A Li, Shicheng %A Ren, Xuancheng %A Sun, Xu %A Huang, Songfang %A Huang, Fei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F luo-etal-2021-rethinking %R 10.18653/v1/2021.emnlp-main.232 %U https://aclanthology.org/2021.emnlp-main.232 %U https://doi.org/10.18653/v1/2021.emnlp-main.232 %P 2922-2932 %0 Conference Proceedings %T Lifelong Explainer for Lifelong Learners %A Situ, Xuelin %A Maruf, Sameen %A Zukerman, Ingrid %A Paris, Cecile %A Haffari, Gholamreza %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F situ-etal-2021-lifelong %R 10.18653/v1/2021.emnlp-main.233 %U https://aclanthology.org/2021.emnlp-main.233 %U https://doi.org/10.18653/v1/2021.emnlp-main.233 %P 2933-2940 %0 Conference Proceedings %T Linguistic Dependencies and Statistical Dependence %A Hoover, Jacob Louis %A Du, Wenyu %A Sordoni, Alessandro %A O’Donnell, Timothy J. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hoover-etal-2021-linguistic %R 10.18653/v1/2021.emnlp-main.234 %U https://aclanthology.org/2021.emnlp-main.234 %U https://doi.org/10.18653/v1/2021.emnlp-main.234 %P 2941-2963 %0 Conference Proceedings %T Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars %A Yoshida, Ryo %A Noji, Hiroshi %A Oseki, Yohei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yoshida-etal-2021-modeling %R 10.18653/v1/2021.emnlp-main.235 %U https://aclanthology.org/2021.emnlp-main.235 %U https://doi.org/10.18653/v1/2021.emnlp-main.235 %P 2964-2973 %0 Conference Proceedings %T A Simple and Effective Positional Encoding for Transformers %A Chen, Pu-Chin %A Tsai, Henry %A Bhojanapalli, Srinadh %A Chung, Hyung Won %A Chang, Yin-Wen %A Ferng, Chun-Sung %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-simple %R 10.18653/v1/2021.emnlp-main.236 %U https://aclanthology.org/2021.emnlp-main.236 %U https://doi.org/10.18653/v1/2021.emnlp-main.236 %P 2974-2988 %0 Conference Proceedings %T Explore Better Relative Position Embeddings from Encoding Perspective for Transformer Models %A Qu, Anlin %A Niu, Jianwei %A Mo, Shasha %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F qu-etal-2021-explore %R 10.18653/v1/2021.emnlp-main.237 %U https://aclanthology.org/2021.emnlp-main.237 %U https://doi.org/10.18653/v1/2021.emnlp-main.237 %P 2989-2997 %0 Conference Proceedings %T Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup %A Liu, Guang %A Mao, Yuzhao %A Hailong, Huang %A Weiguo, Gao %A Xuan, Li %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-adversarial %R 10.18653/v1/2021.emnlp-main.238 %U https://aclanthology.org/2021.emnlp-main.238 %U https://doi.org/10.18653/v1/2021.emnlp-main.238 %P 2998-3008 %0 Conference Proceedings %T Is this the end of the gold standard? A straightforward reference-less grammatical error correction metric %A Islam, Md Asadul %A Magnani, Enrico %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F islam-magnani-2021-end %R 10.18653/v1/2021.emnlp-main.239 %U https://aclanthology.org/2021.emnlp-main.239 %U https://doi.org/10.18653/v1/2021.emnlp-main.239 %P 3009-3015 %0 Conference Proceedings %T Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations %A Araujo, Vladimir %A Villa, Andrés %A Mendoza, Marcelo %A Moens, Marie-Francine %A Soto, Alvaro %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F araujo-etal-2021-augmenting %R 10.18653/v1/2021.emnlp-main.240 %U https://aclanthology.org/2021.emnlp-main.240 %U https://doi.org/10.18653/v1/2021.emnlp-main.240 %P 3016-3022 %0 Conference Proceedings %T Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning %A Li, Linyang %A Song, Demin %A Li, Xiaonan %A Zeng, Jiehang %A Ma, Ruotian %A Qiu, Xipeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-backdoor %R 10.18653/v1/2021.emnlp-main.241 %U https://aclanthology.org/2021.emnlp-main.241 %U https://doi.org/10.18653/v1/2021.emnlp-main.241 %P 3023-3032 %0 Conference Proceedings %T GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning %A Zhu, Wei %A Wang, Xiaoling %A Ni, Yuan %A Xie, Guotong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhu-etal-2021-gaml %R 10.18653/v1/2021.emnlp-main.242 %U https://aclanthology.org/2021.emnlp-main.242 %U https://doi.org/10.18653/v1/2021.emnlp-main.242 %P 3033-3044 %0 Conference Proceedings %T The Power of Scale for Parameter-Efficient Prompt Tuning %A Lester, Brian %A Al-Rfou, Rami %A Constant, Noah %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lester-etal-2021-power %R 10.18653/v1/2021.emnlp-main.243 %U https://aclanthology.org/2021.emnlp-main.243 %U https://doi.org/10.18653/v1/2021.emnlp-main.243 %P 3045-3059 %0 Conference Proceedings %T Scalable Font Reconstruction with Dual Latent Manifolds %A Srivatsan, Nikita %A Wu, Si %A Barron, Jonathan %A Berg-Kirkpatrick, Taylor %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F srivatsan-etal-2021-scalable %R 10.18653/v1/2021.emnlp-main.244 %U https://aclanthology.org/2021.emnlp-main.244 %U https://doi.org/10.18653/v1/2021.emnlp-main.244 %P 3060-3072 %0 Conference Proceedings %T Neuro-Symbolic Approaches for Text-Based Policy Learning %A Chaudhury, Subhajit %A Sen, Prithviraj %A Ono, Masaki %A Kimura, Daiki %A Tatsubori, Michiaki %A Munawar, Asim %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chaudhury-etal-2021-neuro %R 10.18653/v1/2021.emnlp-main.245 %U https://aclanthology.org/2021.emnlp-main.245 %U https://doi.org/10.18653/v1/2021.emnlp-main.245 %P 3073-3078 %0 Conference Proceedings %T Layer-wise Model Pruning based on Mutual Information %A Fan, Chun %A Li, Jiwei %A Zhang, Tianwei %A Ao, Xiang %A Wu, Fei %A Meng, Yuxian %A Sun, Xiaofei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F fan-etal-2021-layer %R 10.18653/v1/2021.emnlp-main.246 %U https://aclanthology.org/2021.emnlp-main.246 %U https://doi.org/10.18653/v1/2021.emnlp-main.246 %P 3079-3090 %0 Conference Proceedings %T Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification %A Wang, Yaqing %A Wang, Song %A Yao, Quanming %A Dou, Dejing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-hierarchical %R 10.18653/v1/2021.emnlp-main.247 %U https://aclanthology.org/2021.emnlp-main.247 %U https://doi.org/10.18653/v1/2021.emnlp-main.247 %P 3091-3101 %0 Conference Proceedings %T kFolden: k-Fold Ensemble for Out-Of-Distribution Detection %A Li, Xiaoya %A Li, Jiwei %A Sun, Xiaofei %A Fan, Chun %A Zhang, Tianwei %A Wu, Fei %A Meng, Yuxian %A Zhang, Jun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-kfolden %R 10.18653/v1/2021.emnlp-main.248 %U https://aclanthology.org/2021.emnlp-main.248 %U https://doi.org/10.18653/v1/2021.emnlp-main.248 %P 3102-3115 %0 Conference Proceedings %T Frustratingly Simple Pretraining Alternatives to Masked Language Modeling %A Yamaguchi, Atsuki %A Chrysostomou, George %A Margatina, Katerina %A Aletras, Nikolaos %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yamaguchi-etal-2021-frustratingly %R 10.18653/v1/2021.emnlp-main.249 %U https://aclanthology.org/2021.emnlp-main.249 %U https://doi.org/10.18653/v1/2021.emnlp-main.249 %P 3116-3125 %0 Conference Proceedings %T HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression %A Dong, Chenhe %A Li, Yaliang %A Shen, Ying %A Qiu, Minghui %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dong-etal-2021-hrkd %R 10.18653/v1/2021.emnlp-main.250 %U https://aclanthology.org/2021.emnlp-main.250 %U https://doi.org/10.18653/v1/2021.emnlp-main.250 %P 3126-3136 %0 Conference Proceedings %T Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution %A Li, Zongyi %A Xu, Jianhan %A Zeng, Jiehang %A Li, Linyang %A Zheng, Xiaoqing %A Zhang, Qi %A Chang, Kai-Wei %A Hsieh, Cho-Jui %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-searching %R 10.18653/v1/2021.emnlp-main.251 %U https://aclanthology.org/2021.emnlp-main.251 %U https://doi.org/10.18653/v1/2021.emnlp-main.251 %P 3137-3147 %0 Conference Proceedings %T Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification %A Tian, Jiachen %A Chen, Shizhan %A Zhang, Xiaowang %A Feng, Zhiyong %A Xiong, Deyi %A Wu, Shaojuan %A Dou, Chunliu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F tian-etal-2021-embedding %R 10.18653/v1/2021.emnlp-main.252 %U https://aclanthology.org/2021.emnlp-main.252 %U https://doi.org/10.18653/v1/2021.emnlp-main.252 %P 3148-3161 %0 Conference Proceedings %T Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs %A Ye, Chenchen %A Zhang, Linhai %A He, Yulan %A Zhou, Deyu %A Wu, Jie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ye-etal-2021-beyond %R 10.18653/v1/2021.emnlp-main.253 %U https://aclanthology.org/2021.emnlp-main.253 %U https://doi.org/10.18653/v1/2021.emnlp-main.253 %P 3162-3171 %0 Conference Proceedings %T Natural Language Processing Meets Quantum Physics: A Survey and Categorization %A Wu, Sixuan %A Li, Jian %A Zhang, Peng %A Zhang, Yue %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wu-etal-2021-natural %R 10.18653/v1/2021.emnlp-main.254 %U https://aclanthology.org/2021.emnlp-main.254 %U https://doi.org/10.18653/v1/2021.emnlp-main.254 %P 3172-3182 %0 Conference Proceedings %T MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision %A Li, Zheng %A Zhang, Danqing %A Cao, Tianyu %A Wei, Ying %A Song, Yiwei %A Yin, Bing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-metats %R 10.18653/v1/2021.emnlp-main.255 %U https://aclanthology.org/2021.emnlp-main.255 %U https://doi.org/10.18653/v1/2021.emnlp-main.255 %P 3183-3196 %0 Conference Proceedings %T Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings %A Wang, Weixuan %A Peng, Wei %A Zhang, Meng %A Liu, Qun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-neural %R 10.18653/v1/2021.emnlp-main.256 %U https://aclanthology.org/2021.emnlp-main.256 %U https://doi.org/10.18653/v1/2021.emnlp-main.256 %P 3197-3202 %0 Conference Proceedings %T Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training %A Zheng, Bo %A Dong, Li %A Huang, Shaohan %A Singhal, Saksham %A Che, Wanxiang %A Liu, Ting %A Song, Xia %A Wei, Furu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zheng-etal-2021-allocating %R 10.18653/v1/2021.emnlp-main.257 %U https://aclanthology.org/2021.emnlp-main.257 %U https://doi.org/10.18653/v1/2021.emnlp-main.257 %P 3203-3215 %0 Conference Proceedings %T Recurrent Attention for Neural Machine Translation %A Zeng, Jiali %A Wu, Shuangzhi %A Yin, Yongjing %A Jiang, Yufan %A Li, Mu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zeng-etal-2021-recurrent %R 10.18653/v1/2021.emnlp-main.258 %U https://aclanthology.org/2021.emnlp-main.258 %U https://doi.org/10.18653/v1/2021.emnlp-main.258 %P 3216-3225 %0 Conference Proceedings %T Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding %A Guo, Yingmei %A Shou, Linjun %A Pei, Jian %A Gong, Ming %A Xu, Mingxing %A Wu, Zhiyong %A Jiang, Daxin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F guo-etal-2021-learning %R 10.18653/v1/2021.emnlp-main.259 %U https://aclanthology.org/2021.emnlp-main.259 %U https://doi.org/10.18653/v1/2021.emnlp-main.259 %P 3226-3237 %0 Conference Proceedings %T Enlivening Redundant Heads in Multi-head Self-attention for Machine Translation %A Zhang, Tianfu %A Huang, Heyan %A Feng, Chong %A Cao, Longbing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-enlivening %R 10.18653/v1/2021.emnlp-main.260 %U https://aclanthology.org/2021.emnlp-main.260 %U https://doi.org/10.18653/v1/2021.emnlp-main.260 %P 3238-3248 %0 Conference Proceedings %T Unsupervised Neural Machine Translation with Universal Grammar %A Li, Zuchao %A Utiyama, Masao %A Sumita, Eiichiro %A Zhao, Hai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-unsupervised-neural %R 10.18653/v1/2021.emnlp-main.261 %U https://aclanthology.org/2021.emnlp-main.261 %U https://doi.org/10.18653/v1/2021.emnlp-main.261 %P 3249-3264 %0 Conference Proceedings %T Encouraging Lexical Translation Consistency for Document-Level Neural Machine Translation %A Lyu, Xinglin %A Li, Junhui %A Gong, Zhengxian %A Zhang, Min %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lyu-etal-2021-encouraging %R 10.18653/v1/2021.emnlp-main.262 %U https://aclanthology.org/2021.emnlp-main.262 %U https://doi.org/10.18653/v1/2021.emnlp-main.262 %P 3265-3277 %0 Conference Proceedings %T Improving Neural Machine Translation by Bidirectional Training %A Ding, Liang %A Wu, Di %A Tao, Dacheng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ding-etal-2021-improving %R 10.18653/v1/2021.emnlp-main.263 %U https://aclanthology.org/2021.emnlp-main.263 %U https://doi.org/10.18653/v1/2021.emnlp-main.263 %P 3278-3284 %0 Conference Proceedings %T Scheduled Sampling Based on Decoding Steps for Neural Machine Translation %A Liu, Yijin %A Meng, Fandong %A Chen, Yufeng %A Xu, Jinan %A Zhou, Jie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-scheduled-sampling %R 10.18653/v1/2021.emnlp-main.264 %U https://aclanthology.org/2021.emnlp-main.264 %U https://doi.org/10.18653/v1/2021.emnlp-main.264 %P 3285-3296 %0 Conference Proceedings %T Learning to Rewrite for Non-Autoregressive Neural Machine Translation %A Geng, Xinwei %A Feng, Xiaocheng %A Qin, Bing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F geng-etal-2021-learning %R 10.18653/v1/2021.emnlp-main.265 %U https://aclanthology.org/2021.emnlp-main.265 %U https://doi.org/10.18653/v1/2021.emnlp-main.265 %P 3297-3308 %0 Conference Proceedings %T SHAPE: Shifted Absolute Position Embedding for Transformers %A Kiyono, Shun %A Kobayashi, Sosuke %A Suzuki, Jun %A Inui, Kentaro %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kiyono-etal-2021-shape %R 10.18653/v1/2021.emnlp-main.266 %U https://aclanthology.org/2021.emnlp-main.266 %U https://doi.org/10.18653/v1/2021.emnlp-main.266 %P 3309-3321 %0 Conference Proceedings %T Self-Supervised Quality Estimation for Machine Translation %A Zheng, Yuanhang %A Tan, Zhixing %A Zhang, Meng %A Maimaiti, Mieradilijiang %A Luan, Huanbo %A Sun, Maosong %A Liu, Qun %A Liu, Yang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zheng-etal-2021-self %R 10.18653/v1/2021.emnlp-main.267 %U https://aclanthology.org/2021.emnlp-main.267 %U https://doi.org/10.18653/v1/2021.emnlp-main.267 %P 3322-3334 %0 Conference Proceedings %T Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection %A Vu, Thuy-Trang %A He, Xuanli %A Phung, Dinh %A Haffari, Gholamreza %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F vu-etal-2021-generalised %R 10.18653/v1/2021.emnlp-main.268 %U https://aclanthology.org/2021.emnlp-main.268 %U https://doi.org/10.18653/v1/2021.emnlp-main.268 %P 3335-3346 %0 Conference Proceedings %T STANKER: Stacking Network based on Level-grained Attention-masked BERT for Rumor Detection on Social Media %A Rao, Dongning %A Miao, Xin %A Jiang, Zhihua %A Li, Ran %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F rao-etal-2021-stanker %R 10.18653/v1/2021.emnlp-main.269 %U https://aclanthology.org/2021.emnlp-main.269 %U https://doi.org/10.18653/v1/2021.emnlp-main.269 %P 3347-3363 %0 Conference Proceedings %T ActiveEA: Active Learning for Neural Entity Alignment %A Liu, Bing %A Scells, Harrisen %A Zuccon, Guido %A Hua, Wen %A Zhao, Genghong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-activeea %R 10.18653/v1/2021.emnlp-main.270 %U https://aclanthology.org/2021.emnlp-main.270 %U https://doi.org/10.18653/v1/2021.emnlp-main.270 %P 3364-3374 %0 Conference Proceedings %T Cost-effective End-to-end Information Extraction for Semi-structured Document Images %A Hwang, Wonseok %A Lee, Hyunji %A Yim, Jinyeong %A Kim, Geewook %A Seo, Minjoon %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hwang-etal-2021-cost %R 10.18653/v1/2021.emnlp-main.271 %U https://aclanthology.org/2021.emnlp-main.271 %U https://doi.org/10.18653/v1/2021.emnlp-main.271 %P 3375-3383 %0 Conference Proceedings %T Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning %A Yu, Weijiang %A Wen, Yingpeng %A Zheng, Fudan %A Xiao, Nong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yu-etal-2021-improving %R 10.18653/v1/2021.emnlp-main.272 %U https://aclanthology.org/2021.emnlp-main.272 %U https://doi.org/10.18653/v1/2021.emnlp-main.272 %P 3384-3394 %0 Conference Proceedings %T GraphMR: Graph Neural Network for Mathematical Reasoning %A Feng, Weijie %A Liu, Binbin %A Xu, Dongpeng %A Zheng, Qilong %A Xu, Yun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F feng-etal-2021-graphmr %R 10.18653/v1/2021.emnlp-main.273 %U https://aclanthology.org/2021.emnlp-main.273 %U https://doi.org/10.18653/v1/2021.emnlp-main.273 %P 3395-3404 %0 Conference Proceedings %T What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers %A Kim, Boseop %A Kim, HyoungSeok %A Lee, Sang-Woo %A Lee, Gichang %A Kwak, Donghyun %A Dong Hyeon, Jeon %A Park, Sunghyun %A Kim, Sungju %A Kim, Seonhoon %A Seo, Dongpil %A Lee, Heungsub %A Jeong, Minyoung %A Lee, Sungjae %A Kim, Minsub %A Ko, Suk Hyun %A Kim, Seokhun %A Park, Taeyong %A Kim, Jinuk %A Kang, Soyoung %A Ryu, Na-Hyeon %A Yoo, Kang Min %A Chang, Minsuk %A Suh, Soobin %A In, Sookyo %A Park, Jinseong %A Kim, Kyungduk %A Kim, Hiun %A Jeong, Jisu %A Yeo, Yong Goo %A Ham, Donghoon %A Park, Dongju %A Lee, Min Young %A Kang, Jaewook %A Kang, Inho %A Ha, Jung-Woo %A Park, Woomyoung %A Sung, Nako %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kim-etal-2021-changes %R 10.18653/v1/2021.emnlp-main.274 %U https://aclanthology.org/2021.emnlp-main.274 %U https://doi.org/10.18653/v1/2021.emnlp-main.274 %P 3405-3424 %0 Conference Proceedings %T APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model %A Kang, Yuning %A Wang, Zan %A Zhang, Hongyu %A Chen, Junjie %A You, Hanmo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kang-etal-2021-apirecx %R 10.18653/v1/2021.emnlp-main.275 %U https://aclanthology.org/2021.emnlp-main.275 %U https://doi.org/10.18653/v1/2021.emnlp-main.275 %P 3425-3436 %0 Conference Proceedings %T GMH: A General Multi-hop Reasoning Model for KG Completion %A Zhang, Yao %A Liang, Hongru %A Jatowt, Adam %A Lei, Wenqiang %A Wei, Xin %A Jiang, Ning %A Yang, Zhenglu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-gmh %R 10.18653/v1/2021.emnlp-main.276 %U https://aclanthology.org/2021.emnlp-main.276 %U https://doi.org/10.18653/v1/2021.emnlp-main.276 %P 3437-3446 %0 Conference Proceedings %T BPM_MT: Enhanced Backchannel Prediction Model using Multi-Task Learning %A Jang, Jin Yea %A Kim, San %A Jung, Minyoung %A Shin, Saim %A Gweon, Gahgene %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jang-etal-2021-bpm %R 10.18653/v1/2021.emnlp-main.277 %U https://aclanthology.org/2021.emnlp-main.277 %U https://doi.org/10.18653/v1/2021.emnlp-main.277 %P 3447-3452 %0 Conference Proceedings %T Graphine: A Dataset for Graph-aware Terminology Definition Generation %A Liu, Zequn %A Wang, Shukai %A Gu, Yiyang %A Zhang, Ruiyi %A Zhang, Ming %A Wang, Sheng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-graphine %R 10.18653/v1/2021.emnlp-main.278 %U https://aclanthology.org/2021.emnlp-main.278 %U https://doi.org/10.18653/v1/2021.emnlp-main.278 %P 3453-3463 %0 Conference Proceedings %T Leveraging Order-Free Tag Relations for Context-Aware Recommendation %A Kang, Junmo %A Kim, Jeonghwan %A Shin, Suwon %A Myaeng, Sung-Hyon %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kang-etal-2021-leveraging %R 10.18653/v1/2021.emnlp-main.279 %U https://aclanthology.org/2021.emnlp-main.279 %U https://doi.org/10.18653/v1/2021.emnlp-main.279 %P 3464-3476 %0 Conference Proceedings %T End-to-End Conversational Search for Online Shopping with Utterance Transfer %A Xiao, Liqiang %A Ma, Jun %A Dong, Xin Luna %A Martínez-Gómez, Pascual %A Zalmout, Nasser %A Zhang, Chenwei %A Zhao, Tong %A He, Hao %A Jin, Yaohui %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xiao-etal-2021-end %R 10.18653/v1/2021.emnlp-main.280 %U https://aclanthology.org/2021.emnlp-main.280 %U https://doi.org/10.18653/v1/2021.emnlp-main.280 %P 3477-3486 %0 Conference Proceedings %T Self-Supervised Curriculum Learning for Spelling Error Correction %A Gan, Zifa %A Xu, Hongfei %A Zan, Hongying %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gan-etal-2021-self %R 10.18653/v1/2021.emnlp-main.281 %U https://aclanthology.org/2021.emnlp-main.281 %U https://doi.org/10.18653/v1/2021.emnlp-main.281 %P 3487-3494 %0 Conference Proceedings %T Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing %A Hong, Haiwen %A Zhang, Jingfeng %A Zhang, Yin %A Wan, Yao %A Sui, Yulei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hong-etal-2021-fix %R 10.18653/v1/2021.emnlp-main.282 %U https://aclanthology.org/2021.emnlp-main.282 %U https://doi.org/10.18653/v1/2021.emnlp-main.282 %P 3495-3504 %0 Conference Proceedings %T Neuro-Symbolic Reinforcement Learning with First-Order Logic %A Kimura, Daiki %A Ono, Masaki %A Chaudhury, Subhajit %A Kohita, Ryosuke %A Wachi, Akifumi %A Agravante, Don Joven %A Tatsubori, Michiaki %A Munawar, Asim %A Gray, Alexander %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kimura-etal-2021-neuro %R 10.18653/v1/2021.emnlp-main.283 %U https://aclanthology.org/2021.emnlp-main.283 %U https://doi.org/10.18653/v1/2021.emnlp-main.283 %P 3505-3511 %0 Conference Proceedings %T Biomedical Concept Normalization by Leveraging Hypernyms %A Yan, Cheng %A Zhang, Yuanzhe %A Liu, Kang %A Zhao, Jun %A Shi, Yafei %A Liu, Shengping %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yan-etal-2021-biomedical %R 10.18653/v1/2021.emnlp-main.284 %U https://aclanthology.org/2021.emnlp-main.284 %U https://doi.org/10.18653/v1/2021.emnlp-main.284 %P 3512-3517 %0 Conference Proceedings %T Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically %A Liu, Xin %A Chen, Qingcai %A Chen, Junying %A Zhou, Wenxiu %A Liu, Tingyu %A Yang, Xinlan %A Peng, Weihua %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-leveraging %R 10.18653/v1/2021.emnlp-main.285 %U https://aclanthology.org/2021.emnlp-main.285 %U https://doi.org/10.18653/v1/2021.emnlp-main.285 %P 3518-3532 %0 Conference Proceedings %T Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification %A Li, Shuqun %A Yang, Liang %A He, Weidong %A Zhang, Shiqi %A Zeng, Jingjie %A Lin, Hongfei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-label %R 10.18653/v1/2021.emnlp-main.286 %U https://aclanthology.org/2021.emnlp-main.286 %U https://doi.org/10.18653/v1/2021.emnlp-main.286 %P 3533-3543 %0 Conference Proceedings %T SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check %A Ji, Tuo %A Yan, Hang %A Qiu, Xipeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ji-etal-2021-spellbert %R 10.18653/v1/2021.emnlp-main.287 %U https://aclanthology.org/2021.emnlp-main.287 %U https://doi.org/10.18653/v1/2021.emnlp-main.287 %P 3544-3551 %0 Conference Proceedings %T Automated Generation of Accurate & Fluent Medical X-ray Reports %A Nguyen, Hoang %A Nie, Dong %A Badamdorj, Taivanbat %A Liu, Yujie %A Zhu, Yingying %A Truong, Jason %A Cheng, Li %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F nguyen-etal-2021-automated %R 10.18653/v1/2021.emnlp-main.288 %U https://aclanthology.org/2021.emnlp-main.288 %U https://doi.org/10.18653/v1/2021.emnlp-main.288 %P 3552-3569 %0 Conference Proceedings %T Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism %A Sun, Xingwu %A Cui, Yanling %A Tang, Hongyin %A Zhang, Fuzheng %A Jin, Beihong %A Wang, Shi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sun-etal-2021-enhancing %R 10.18653/v1/2021.emnlp-main.289 %U https://aclanthology.org/2021.emnlp-main.289 %U https://doi.org/10.18653/v1/2021.emnlp-main.289 %P 3570-3579 %0 Conference Proceedings %T Abstract, Rationale, Stance: A Joint Model for Scientific Claim Verification %A Zhang, Zhiwei %A Li, Jiyi %A Fukumoto, Fumiyo %A Ye, Yanming %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-abstract %R 10.18653/v1/2021.emnlp-main.290 %U https://aclanthology.org/2021.emnlp-main.290 %U https://doi.org/10.18653/v1/2021.emnlp-main.290 %P 3580-3586 %0 Conference Proceedings %T A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging %A Jiang, Peijie %A Long, Dingkun %A Sun, Yueheng %A Zhang, Meishan %A Xu, Guangwei %A Xie, Pengjun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jiang-etal-2021-fine %R 10.18653/v1/2021.emnlp-main.291 %U https://aclanthology.org/2021.emnlp-main.291 %U https://doi.org/10.18653/v1/2021.emnlp-main.291 %P 3587-3598 %0 Conference Proceedings %T Answering Open-Domain Questions of Varying Reasoning Steps from Text %A Qi, Peng %A Lee, Haejun %A Sido, Tg %A Manning, Christopher %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F qi-etal-2021-answering %R 10.18653/v1/2021.emnlp-main.292 %U https://aclanthology.org/2021.emnlp-main.292 %U https://doi.org/10.18653/v1/2021.emnlp-main.292 %P 3599-3614 %0 Conference Proceedings %T Adaptive Information Seeking for Open-Domain Question Answering %A Zhu, Yunchang %A Pang, Liang %A Lan, Yanyan %A Shen, Huawei %A Cheng, Xueqi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhu-etal-2021-adaptive %R 10.18653/v1/2021.emnlp-main.293 %U https://aclanthology.org/2021.emnlp-main.293 %U https://doi.org/10.18653/v1/2021.emnlp-main.293 %P 3615-3626 %0 Conference Proceedings %T Mapping probability word problems to executable representations %A Suster, Simon %A Fivez, Pieter %A Totis, Pietro %A Kimmig, Angelika %A Davis, Jesse %A de Raedt, Luc %A Daelemans, Walter %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F suster-etal-2021-mapping %R 10.18653/v1/2021.emnlp-main.294 %U https://aclanthology.org/2021.emnlp-main.294 %U https://doi.org/10.18653/v1/2021.emnlp-main.294 %P 3627-3640 %0 Conference Proceedings %T Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations %A Ju, Yiming %A Zhang, Yuanzhe %A Tian, Zhixing %A Liu, Kang %A Cao, Xiaohuan %A Zhao, Wenting %A Li, Jinlong %A Zhao, Jun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ju-etal-2021-enhancing %R 10.18653/v1/2021.emnlp-main.295 %U https://aclanthology.org/2021.emnlp-main.295 %U https://doi.org/10.18653/v1/2021.emnlp-main.295 %P 3641-3652 %0 Conference Proceedings %T Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models %A Yan, Yuanmeng %A Li, Rumei %A Wang, Sirui %A Zhang, Hongzhi %A Daoguang, Zan %A Zhang, Fuzheng %A Wu, Wei %A Xu, Weiran %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yan-etal-2021-large %R 10.18653/v1/2021.emnlp-main.296 %U https://aclanthology.org/2021.emnlp-main.296 %U https://doi.org/10.18653/v1/2021.emnlp-main.296 %P 3653-3660 %0 Conference Proceedings %T Phrase Retrieval Learns Passage Retrieval, Too %A Lee, Jinhyuk %A Wettig, Alexander %A Chen, Danqi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lee-etal-2021-phrase %R 10.18653/v1/2021.emnlp-main.297 %U https://aclanthology.org/2021.emnlp-main.297 %U https://doi.org/10.18653/v1/2021.emnlp-main.297 %P 3661-3672 %0 Conference Proceedings %T Neural Natural Logic Inference for Interpretable Question Answering %A Shi, Jihao %A Ding, Xiao %A Du, Li %A Liu, Ting %A Qin, Bing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F shi-etal-2021-neural %R 10.18653/v1/2021.emnlp-main.298 %U https://aclanthology.org/2021.emnlp-main.298 %U https://doi.org/10.18653/v1/2021.emnlp-main.298 %P 3673-3684 %0 Conference Proceedings %T Smoothing Dialogue States for Open Conversational Machine Reading %A Zhang, Zhuosheng %A Ouyang, Siru %A Zhao, Hai %A Utiyama, Masao %A Sumita, Eiichiro %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-smoothing %R 10.18653/v1/2021.emnlp-main.299 %U https://aclanthology.org/2021.emnlp-main.299 %U https://doi.org/10.18653/v1/2021.emnlp-main.299 %P 3685-3696 %0 Conference Proceedings %T FinQA: A Dataset of Numerical Reasoning over Financial Data %A Chen, Zhiyu %A Chen, Wenhu %A Smiley, Charese %A Shah, Sameena %A Borova, Iana %A Langdon, Dylan %A Moussa, Reema %A Beane, Matt %A Huang, Ting-Hao %A Routledge, Bryan %A Wang, William Yang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-finqa %R 10.18653/v1/2021.emnlp-main.300 %U https://aclanthology.org/2021.emnlp-main.300 %U https://doi.org/10.18653/v1/2021.emnlp-main.300 %P 3697-3711 %0 Conference Proceedings %T FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation %A Lakhotia, Kushal %A Paranjape, Bhargavi %A Ghoshal, Asish %A Yih, Scott %A Mehdad, Yashar %A Iyer, Srini %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lakhotia-etal-2021-fid %R 10.18653/v1/2021.emnlp-main.301 %U https://aclanthology.org/2021.emnlp-main.301 %U https://doi.org/10.18653/v1/2021.emnlp-main.301 %P 3712-3727 %0 Conference Proceedings %T RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models %A Lin, Bill Yuchen %A Gao, Wenyang %A Yan, Jun %A Moreno, Ryan %A Ren, Xiang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lin-etal-2021-rockner %R 10.18653/v1/2021.emnlp-main.302 %U https://aclanthology.org/2021.emnlp-main.302 %U https://doi.org/10.18653/v1/2021.emnlp-main.302 %P 3728-3737 %0 Conference Proceedings %T Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI %A Tian, Jidong %A Li, Yitian %A Chen, Wenqing %A Xiao, Liqiang %A He, Hao %A Jin, Yaohui %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F tian-etal-2021-diagnosing %R 10.18653/v1/2021.emnlp-main.303 %U https://aclanthology.org/2021.emnlp-main.303 %U https://doi.org/10.18653/v1/2021.emnlp-main.303 %P 3738-3747 %0 Conference Proceedings %T Constructing a Psychometric Testbed for Fair Natural Language Processing %A Abbasi, Ahmed %A Dobolyi, David %A Lalor, John P. %A Netemeyer, Richard G. %A Smith, Kendall %A Yang, Yi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F abbasi-etal-2021-constructing %R 10.18653/v1/2021.emnlp-main.304 %U https://aclanthology.org/2021.emnlp-main.304 %U https://doi.org/10.18653/v1/2021.emnlp-main.304 %P 3748-3758 %0 Conference Proceedings %T COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval %A Zhang, Xinliang Frederick %A Sun, Heming %A Yue, Xiang %A Lin, Simon %A Sun, Huan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-cough %R 10.18653/v1/2021.emnlp-main.305 %U https://aclanthology.org/2021.emnlp-main.305 %U https://doi.org/10.18653/v1/2021.emnlp-main.305 %P 3759-3769 %0 Conference Proceedings %T Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context %A Ge, Huibin %A Sun, Chenxi %A Xiong, Deyi %A Liu, Qun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ge-etal-2021-chinese %R 10.18653/v1/2021.emnlp-main.306 %U https://aclanthology.org/2021.emnlp-main.306 %U https://doi.org/10.18653/v1/2021.emnlp-main.306 %P 3770-3778 %0 Conference Proceedings %T WinoLogic: A Zero-Shot Logic-based Diagnostic Dataset for Winograd Schema Challenge %A He, Weinan %A Huang, Canming %A Liu, Yongmei %A Zhu, Xiaodan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F he-etal-2021-winologic %R 10.18653/v1/2021.emnlp-main.307 %U https://aclanthology.org/2021.emnlp-main.307 %U https://doi.org/10.18653/v1/2021.emnlp-main.307 %P 3779-3789 %0 Conference Proceedings %T Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution %A Konno, Ryuto %A Kiyono, Shun %A Matsubayashi, Yuichiroh %A Ouchi, Hiroki %A Inui, Kentaro %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F konno-etal-2021-pseudo %R 10.18653/v1/2021.emnlp-main.308 %U https://aclanthology.org/2021.emnlp-main.308 %U https://doi.org/10.18653/v1/2021.emnlp-main.308 %P 3790-3806 %0 Conference Proceedings %T Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast %A Wang, Liang %A Zhao, Wei %A Liu, Jingming %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-aligning %R 10.18653/v1/2021.emnlp-main.309 %U https://aclanthology.org/2021.emnlp-main.309 %U https://doi.org/10.18653/v1/2021.emnlp-main.309 %P 3807-3815 %0 Conference Proceedings %T Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers %A Li, Zhuang %A Qu, Lizhen %A Haffari, Gholamreza %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-total %R 10.18653/v1/2021.emnlp-main.310 %U https://aclanthology.org/2021.emnlp-main.310 %U https://doi.org/10.18653/v1/2021.emnlp-main.310 %P 3816-3831 %0 Conference Proceedings %T Exophoric Pronoun Resolution in Dialogues with Topic Regularization %A Yu, Xintong %A Zhang, Hongming %A Song, Yangqiu %A Zhang, Changshui %A Xu, Kun %A Yu, Dong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yu-etal-2021-exophoric %R 10.18653/v1/2021.emnlp-main.311 %U https://aclanthology.org/2021.emnlp-main.311 %U https://doi.org/10.18653/v1/2021.emnlp-main.311 %P 3832-3845 %0 Conference Proceedings %T Context-Aware Interaction Network for Question Matching %A Hu, Zhe %A Fu, Zuohui %A Yin, Yu %A de Melo, Gerard %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hu-etal-2021-context %R 10.18653/v1/2021.emnlp-main.312 %U https://aclanthology.org/2021.emnlp-main.312 %U https://doi.org/10.18653/v1/2021.emnlp-main.312 %P 3846-3853 %0 Conference Proceedings %T TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths %A Liu, Zichen %A Xu, Hongyuan %A Wen, Yanlong %A Jiang, Ning %A Wu, HaiYing %A Yuan, Xiaojie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-temp %R 10.18653/v1/2021.emnlp-main.313 %U https://aclanthology.org/2021.emnlp-main.313 %U https://doi.org/10.18653/v1/2021.emnlp-main.313 %P 3854-3863 %0 Conference Proceedings %T A Graph-Based Neural Model for End-to-End Frame Semantic Parsing %A Lin, ZhiChao %A Sun, Yueheng %A Zhang, Meishan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lin-etal-2021-graph %R 10.18653/v1/2021.emnlp-main.314 %U https://aclanthology.org/2021.emnlp-main.314 %U https://doi.org/10.18653/v1/2021.emnlp-main.314 %P 3864-3874 %0 Conference Proceedings %T Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models %A Zhou, Kun %A Zhao, Wayne Xin %A Wang, Sirui %A Zhang, Fuzheng %A Wu, Wei %A Wen, Ji-Rong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-etal-2021-virtual %R 10.18653/v1/2021.emnlp-main.315 %U https://aclanthology.org/2021.emnlp-main.315 %U https://doi.org/10.18653/v1/2021.emnlp-main.315 %P 3875-3887 %0 Conference Proceedings %T CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning %A Lin, Zhenxi %A Ma, Qianli %A Yan, Jiangyue %A Chen, Jieyu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lin-etal-2021-cate %R 10.18653/v1/2021.emnlp-main.316 %U https://aclanthology.org/2021.emnlp-main.316 %U https://doi.org/10.18653/v1/2021.emnlp-main.316 %P 3888-3898 %0 Conference Proceedings %T To be Closer: Learning to Link up Aspects with Opinions %A Zhou, Yuxiang %A Liao, Lejian %A Gao, Yang %A Jie, Zhanming %A Lu, Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-etal-2021-closer %R 10.18653/v1/2021.emnlp-main.317 %U https://aclanthology.org/2021.emnlp-main.317 %U https://doi.org/10.18653/v1/2021.emnlp-main.317 %P 3899-3909 %0 Conference Proceedings %T Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model %A Jing, Hongjiang %A Li, Zuchao %A Zhao, Hai %A Jiang, Shu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jing-etal-2021-seeking %R 10.18653/v1/2021.emnlp-main.318 %U https://aclanthology.org/2021.emnlp-main.318 %U https://doi.org/10.18653/v1/2021.emnlp-main.318 %P 3910-3922 %0 Conference Proceedings %T Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph %A Bao, Jianzhu %A Liang, Bin %A Sun, Jingyi %A Zhang, Yice %A Yang, Min %A Xu, Ruifeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bao-etal-2021-argument %R 10.18653/v1/2021.emnlp-main.319 %U https://aclanthology.org/2021.emnlp-main.319 %U https://doi.org/10.18653/v1/2021.emnlp-main.319 %P 3923-3934 %0 Conference Proceedings %T Emotion Inference in Multi-Turn Conversations with Addressee-Aware Module and Ensemble Strategy %A Li, Dayu %A Zhu, Xiaodan %A Li, Yang %A Wang, Suge %A Li, Deyu %A Liao, Jian %A Zheng, Jianxing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-emotion %R 10.18653/v1/2021.emnlp-main.320 %U https://aclanthology.org/2021.emnlp-main.320 %U https://doi.org/10.18653/v1/2021.emnlp-main.320 %P 3935-3941 %0 Conference Proceedings %T Improving Federated Learning for Aspect-based Sentiment Analysis via Topic Memories %A Qin, Han %A Chen, Guimin %A Tian, Yuanhe %A Song, Yan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F qin-etal-2021-improving-federated %R 10.18653/v1/2021.emnlp-main.321 %U https://aclanthology.org/2021.emnlp-main.321 %U https://doi.org/10.18653/v1/2021.emnlp-main.321 %P 3942-3954 %0 Conference Proceedings %T Comparative Opinion Quintuple Extraction from Product Reviews %A Liu, Ziheng %A Xia, Rui %A Yu, Jianfei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-comparative %R 10.18653/v1/2021.emnlp-main.322 %U https://aclanthology.org/2021.emnlp-main.322 %U https://doi.org/10.18653/v1/2021.emnlp-main.322 %P 3955-3965 %0 Conference Proceedings %T CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations %A Li, Hang %A Ding, Wenbiao %A Kang, Yu %A Liu, Tianqiao %A Wu, Zhongqin %A Liu, Zitao %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-ctal %R 10.18653/v1/2021.emnlp-main.323 %U https://aclanthology.org/2021.emnlp-main.323 %U https://doi.org/10.18653/v1/2021.emnlp-main.323 %P 3966-3977 %0 Conference Proceedings %T Relation-aware Video Reading Comprehension for Temporal Language Grounding %A Gao, Jialin %A Sun, Xin %A Xu, Mengmeng %A Zhou, Xi %A Ghanem, Bernard %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gao-etal-2021-relation %R 10.18653/v1/2021.emnlp-main.324 %U https://aclanthology.org/2021.emnlp-main.324 %U https://doi.org/10.18653/v1/2021.emnlp-main.324 %P 3978-3988 %0 Conference Proceedings %T Mutual-Learning Improves End-to-End Speech Translation %A Zhao, Jiawei %A Luo, Wei %A Chen, Boxing %A Gilman, Andrew %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhao-etal-2021-mutual %R 10.18653/v1/2021.emnlp-main.325 %U https://aclanthology.org/2021.emnlp-main.325 %U https://doi.org/10.18653/v1/2021.emnlp-main.325 %P 3989-3994 %0 Conference Proceedings %T Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization %A Yu, Tiezheng %A Dai, Wenliang %A Liu, Zihan %A Fung, Pascale %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yu-etal-2021-vision %R 10.18653/v1/2021.emnlp-main.326 %U https://aclanthology.org/2021.emnlp-main.326 %U https://doi.org/10.18653/v1/2021.emnlp-main.326 %P 3995-4007 %0 Conference Proceedings %T Natural Language Video Localization with Learnable Moment Proposals %A Xiao, Shaoning %A Chen, Long %A Shao, Jian %A Zhuang, Yueting %A Xiao, Jun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xiao-etal-2021-natural %R 10.18653/v1/2021.emnlp-main.327 %U https://aclanthology.org/2021.emnlp-main.327 %U https://doi.org/10.18653/v1/2021.emnlp-main.327 %P 4008-4017 %0 Conference Proceedings %T Language-Aligned Waypoint (LAW) Supervision for Vision-and-Language Navigation in Continuous Environments %A Raychaudhuri, Sonia %A Wani, Saim %A Patel, Shivansh %A Jain, Unnat %A Chang, Angel %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F raychaudhuri-etal-2021-language %R 10.18653/v1/2021.emnlp-main.328 %U https://aclanthology.org/2021.emnlp-main.328 %U https://doi.org/10.18653/v1/2021.emnlp-main.328 %P 4018-4028 %0 Conference Proceedings %T How to leverage the multimodal EHR data for better medical prediction? %A Yang, Bo %A Wu, Lijun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yang-wu-2021-leverage %R 10.18653/v1/2021.emnlp-main.329 %U https://aclanthology.org/2021.emnlp-main.329 %U https://doi.org/10.18653/v1/2021.emnlp-main.329 %P 4029-4038 %0 Conference Proceedings %T Considering Nested Tree Structure in Sentence Extractive Summarization with Pre-trained Transformer %A Kwon, Jingun %A Kobayashi, Naoki %A Kamigaito, Hidetaka %A Okumura, Manabu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kwon-etal-2021-considering %R 10.18653/v1/2021.emnlp-main.330 %U https://aclanthology.org/2021.emnlp-main.330 %U https://doi.org/10.18653/v1/2021.emnlp-main.330 %P 4039-4044 %0 Conference Proceedings %T Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization %A Guan, Yong %A Guo, Shaoru %A Li, Ru %A Li, Xiaoli %A Tan, Hongye %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F guan-etal-2021-frame %R 10.18653/v1/2021.emnlp-main.331 %U https://aclanthology.org/2021.emnlp-main.331 %U https://doi.org/10.18653/v1/2021.emnlp-main.331 %P 4045-4052 %0 Conference Proceedings %T CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees %A Shi, Ensheng %A Wang, Yanlin %A Du, Lun %A Zhang, Hongyu %A Han, Shi %A Zhang, Dongmei %A Sun, Hongbin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F shi-etal-2021-cast %R 10.18653/v1/2021.emnlp-main.332 %U https://aclanthology.org/2021.emnlp-main.332 %U https://doi.org/10.18653/v1/2021.emnlp-main.332 %P 4053-4062 %0 Conference Proceedings %T SgSum:Transforming Multi-document Summarization into Sub-graph Selection %A Chen, Moye %A Li, Wei %A Liu, Jiachen %A Xiao, Xinyan %A Wu, Hua %A Wang, Haifeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-sgsum %R 10.18653/v1/2021.emnlp-main.333 %U https://aclanthology.org/2021.emnlp-main.333 %U https://doi.org/10.18653/v1/2021.emnlp-main.333 %P 4063-4074 %0 Conference Proceedings %T Event Graph based Sentence Fusion %A Yuan, Ruifeng %A Wang, Zili %A Li, Wenjie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yuan-etal-2021-event %R 10.18653/v1/2021.emnlp-main.334 %U https://aclanthology.org/2021.emnlp-main.334 %U https://doi.org/10.18653/v1/2021.emnlp-main.334 %P 4075-4084 %0 Conference Proceedings %T Transformer-based Lexically Constrained Headline Generation %A Yamada, Kosuke %A Hitomi, Yuta %A Tamori, Hideaki %A Sasano, Ryohei %A Okazaki, Naoaki %A Inui, Kentaro %A Takeda, Koichi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yamada-etal-2021-transformer %R 10.18653/v1/2021.emnlp-main.335 %U https://aclanthology.org/2021.emnlp-main.335 %U https://doi.org/10.18653/v1/2021.emnlp-main.335 %P 4085-4090 %0 Conference Proceedings %T Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization %A Li, Haoran %A Xu, Song %A Yuan, Peng %A Wang, Yujia %A Wu, Youzheng %A He, Xiaodong %A Zhou, Bowen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-learn %R 10.18653/v1/2021.emnlp-main.336 %U https://aclanthology.org/2021.emnlp-main.336 %U https://doi.org/10.18653/v1/2021.emnlp-main.336 %P 4091-4101 %0 Conference Proceedings %T Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization %A Zeng, Zhiyuan %A Chen, Jiaze %A Xu, Weiran %A Li, Lei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zeng-etal-2021-gradient %R 10.18653/v1/2021.emnlp-main.337 %U https://aclanthology.org/2021.emnlp-main.337 %U https://doi.org/10.18653/v1/2021.emnlp-main.337 %P 4102-4108 %0 Conference Proceedings %T Word Reordering for Zero-shot Cross-lingual Structured Prediction %A Ji, Tao %A Jiang, Yong %A Wang, Tao %A Huang, Zhongqiang %A Huang, Fei %A Wu, Yuanbin %A Wang, Xiaoling %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ji-etal-2021-word %R 10.18653/v1/2021.emnlp-main.338 %U https://aclanthology.org/2021.emnlp-main.338 %U https://doi.org/10.18653/v1/2021.emnlp-main.338 %P 4109-4120 %0 Conference Proceedings %T A Unified Encoding of Structures in Transition Systems %A Ji, Tao %A Jiang, Yong %A Wang, Tao %A Huang, Zhongqiang %A Huang, Fei %A Wu, Yuanbin %A Wang, Xiaoling %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ji-etal-2021-unified %R 10.18653/v1/2021.emnlp-main.339 %U https://aclanthology.org/2021.emnlp-main.339 %U https://doi.org/10.18653/v1/2021.emnlp-main.339 %P 4121-4133 %0 Conference Proceedings %T Improving Unsupervised Question Answering via Summarization-Informed Question Generation %A Lyu, Chenyang %A Shang, Lifeng %A Graham, Yvette %A Foster, Jennifer %A Jiang, Xin %A Liu, Qun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lyu-etal-2021-improving %R 10.18653/v1/2021.emnlp-main.340 %U https://aclanthology.org/2021.emnlp-main.340 %U https://doi.org/10.18653/v1/2021.emnlp-main.340 %P 4134-4148 %0 Conference Proceedings %T TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph %A Shi, Jiaxin %A Cao, Shulin %A Hou, Lei %A Li, Juanzi %A Zhang, Hanwang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F shi-etal-2021-transfernet %R 10.18653/v1/2021.emnlp-main.341 %U https://aclanthology.org/2021.emnlp-main.341 %U https://doi.org/10.18653/v1/2021.emnlp-main.341 %P 4149-4158 %0 Conference Proceedings %T Topic Transferable Table Question Answering %A Chemmengath, Saneem %A Kumar, Vishwajeet %A Bharadwaj, Samarth %A Sen, Jaydeep %A Canim, Mustafa %A Chakrabarti, Soumen %A Gliozzo, Alfio %A Sankaranarayanan, Karthik %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chemmengath-etal-2021-topic %R 10.18653/v1/2021.emnlp-main.342 %U https://aclanthology.org/2021.emnlp-main.342 %U https://doi.org/10.18653/v1/2021.emnlp-main.342 %P 4159-4172 %0 Conference Proceedings %T WebSRC: A Dataset for Web-Based Structural Reading Comprehension %A Chen, Xingyu %A Zhao, Zihan %A Chen, Lu %A Ji, JiaBao %A Zhang, Danyang %A Luo, Ao %A Xiong, Yuxuan %A Yu, Kai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-websrc %R 10.18653/v1/2021.emnlp-main.343 %U https://aclanthology.org/2021.emnlp-main.343 %U https://doi.org/10.18653/v1/2021.emnlp-main.343 %P 4173-4185 %0 Conference Proceedings %T Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language %A Efrat, Avia %A Shaham, Uri %A Kilman, Dan %A Levy, Omer %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F efrat-etal-2021-cryptonite %R 10.18653/v1/2021.emnlp-main.344 %U https://aclanthology.org/2021.emnlp-main.344 %U https://doi.org/10.18653/v1/2021.emnlp-main.344 %P 4186-4192 %0 Conference Proceedings %T End-to-End Entity Resolution and Question Answering Using Differentiable Knowledge Graphs %A Saffari, Amir %A Oliya, Armin %A Sen, Priyanka %A Ayoola, Tom %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F saffari-etal-2021-end %R 10.18653/v1/2021.emnlp-main.345 %U https://aclanthology.org/2021.emnlp-main.345 %U https://doi.org/10.18653/v1/2021.emnlp-main.345 %P 4193-4200 %0 Conference Proceedings %T Improving Query Graph Generation for Complex Question Answering over Knowledge Base %A Qin, Kechen %A Li, Cheng %A Pavlu, Virgil %A Aslam, Javed %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F qin-etal-2021-improving-query %R 10.18653/v1/2021.emnlp-main.346 %U https://aclanthology.org/2021.emnlp-main.346 %U https://doi.org/10.18653/v1/2021.emnlp-main.346 %P 4201-4207 %0 Conference Proceedings %T DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer %A Ji, Haozhe %A Huang, Minlie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ji-huang-2021-discodvt %R 10.18653/v1/2021.emnlp-main.347 %U https://aclanthology.org/2021.emnlp-main.347 %U https://doi.org/10.18653/v1/2021.emnlp-main.347 %P 4208-4224 %0 Conference Proceedings %T Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations %A Liu, Tianqiao %A Fang, Qiang %A Ding, Wenbiao %A Li, Hang %A Wu, Zhongqin %A Liu, Zitao %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-mathematical %R 10.18653/v1/2021.emnlp-main.348 %U https://aclanthology.org/2021.emnlp-main.348 %U https://doi.org/10.18653/v1/2021.emnlp-main.348 %P 4225-4240 %0 Conference Proceedings %T Generic resources are what you need: Style transfer tasks without task-specific parallel training data %A Lai, Huiyuan %A Toral, Antonio %A Nissim, Malvina %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lai-etal-2021-generic %R 10.18653/v1/2021.emnlp-main.349 %U https://aclanthology.org/2021.emnlp-main.349 %U https://doi.org/10.18653/v1/2021.emnlp-main.349 %P 4241-4254 %0 Conference Proceedings %T Revisiting Pivot-Based Paraphrase Generation: Language Is Not the Only Optional Pivot %A Cai, Yitao %A Cao, Yue %A Wan, Xiaojun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F cai-etal-2021-revisiting %R 10.18653/v1/2021.emnlp-main.350 %U https://aclanthology.org/2021.emnlp-main.350 %U https://doi.org/10.18653/v1/2021.emnlp-main.350 %P 4255-4268 %0 Conference Proceedings %T Structural Adapters in Pretrained Language Models for AMR-to-Text Generation %A Ribeiro, Leonardo F. R. %A Zhang, Yue %A Gurevych, Iryna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ribeiro-etal-2021-structural %R 10.18653/v1/2021.emnlp-main.351 %U https://aclanthology.org/2021.emnlp-main.351 %U https://doi.org/10.18653/v1/2021.emnlp-main.351 %P 4269-4282 %0 Conference Proceedings %T Data-to-text Generation by Splicing Together Nearest Neighbors %A Wiseman, Sam %A Backurs, Arturs %A Stratos, Karl %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wiseman-etal-2021-data %R 10.18653/v1/2021.emnlp-main.352 %U https://aclanthology.org/2021.emnlp-main.352 %U https://doi.org/10.18653/v1/2021.emnlp-main.352 %P 4283-4299 %0 Conference Proceedings %T Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems %A Gou, Yanjie %A Lei, Yinjie %A Liu, Lingqiao %A Dai, Yong %A Shen, Chunxu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gou-etal-2021-contextualize %R 10.18653/v1/2021.emnlp-main.353 %U https://aclanthology.org/2021.emnlp-main.353 %U https://doi.org/10.18653/v1/2021.emnlp-main.353 %P 4300-4310 %0 Conference Proceedings %T Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy %A Zhao, Yangyang %A Wang, Zhenyu %A Zhu, Changxi %A Wang, Shihan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhao-etal-2021-efficient %R 10.18653/v1/2021.emnlp-main.354 %U https://aclanthology.org/2021.emnlp-main.354 %U https://doi.org/10.18653/v1/2021.emnlp-main.354 %P 4311-4323 %0 Conference Proceedings %T CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs %A Zhou, Jinfeng %A Wang, Bo %A He, Ruifang %A Hou, Yuexian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-etal-2021-crfr %R 10.18653/v1/2021.emnlp-main.355 %U https://aclanthology.org/2021.emnlp-main.355 %U https://doi.org/10.18653/v1/2021.emnlp-main.355 %P 4324-4334 %0 Conference Proceedings %T DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation %A Liu, Zeming %A Wang, Haifeng %A Niu, Zheng-Yu %A Wu, Hua %A Che, Wanxiang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-durecdial %R 10.18653/v1/2021.emnlp-main.356 %U https://aclanthology.org/2021.emnlp-main.356 %U https://doi.org/10.18653/v1/2021.emnlp-main.356 %P 4335-4347 %0 Conference Proceedings %T End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs %A Raghu, Dinesh %A Agarwal, Shantanu %A Joshi, Sachindra %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %A Mausam %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F raghu-etal-2021-end %R 10.18653/v1/2021.emnlp-main.357 %U https://aclanthology.org/2021.emnlp-main.357 %U https://doi.org/10.18653/v1/2021.emnlp-main.357 %P 4348-4366 %0 Conference Proceedings %T Dimensional Emotion Detection from Categorical Emotion %A Park, Sungjoon %A Kim, Jiseon %A Ye, Seonghyeon %A Jeon, Jaeyeol %A Park, Hee Young %A Oh, Alice %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F park-etal-2021-dimensional %R 10.18653/v1/2021.emnlp-main.358 %U https://aclanthology.org/2021.emnlp-main.358 %U https://doi.org/10.18653/v1/2021.emnlp-main.358 %P 4367-4380 %0 Conference Proceedings %T Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification %A Suresh, Varsha %A Ong, Desmond %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F suresh-ong-2021-negatives %R 10.18653/v1/2021.emnlp-main.359 %U https://aclanthology.org/2021.emnlp-main.359 %U https://doi.org/10.18653/v1/2021.emnlp-main.359 %P 4381-4394 %0 Conference Proceedings %T Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection %A Ju, Xincheng %A Zhang, Dong %A Xiao, Rong %A Li, Junhui %A Li, Shoushan %A Zhang, Min %A Zhou, Guodong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ju-etal-2021-joint %R 10.18653/v1/2021.emnlp-main.360 %U https://aclanthology.org/2021.emnlp-main.360 %U https://doi.org/10.18653/v1/2021.emnlp-main.360 %P 4395-4405 %0 Conference Proceedings %T Solving Aspect Category Sentiment Analysis as a Text Generation Task %A Liu, Jian %A Teng, Zhiyang %A Cui, Leyang %A Liu, Hanmeng %A Zhang, Yue %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-solving %R 10.18653/v1/2021.emnlp-main.361 %U https://aclanthology.org/2021.emnlp-main.361 %U https://doi.org/10.18653/v1/2021.emnlp-main.361 %P 4406-4416 %0 Conference Proceedings %T Semantics-Preserved Data Augmentation for Aspect-Based Sentiment Analysis %A Hsu, Ting-Wei %A Chen, Chung-Chi %A Huang, Hen-Hsen %A Chen, Hsin-Hsi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hsu-etal-2021-semantics %R 10.18653/v1/2021.emnlp-main.362 %U https://aclanthology.org/2021.emnlp-main.362 %U https://doi.org/10.18653/v1/2021.emnlp-main.362 %P 4417-4422 %0 Conference Proceedings %T The Effect of Round-Trip Translation on Fairness in Sentiment Analysis %A Christiansen, Jonathan Gabel %A Gammelgaard, Mathias %A Søgaard, Anders %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F christiansen-etal-2021-effect %R 10.18653/v1/2021.emnlp-main.363 %U https://aclanthology.org/2021.emnlp-main.363 %U https://doi.org/10.18653/v1/2021.emnlp-main.363 %P 4423-4428 %0 Conference Proceedings %T CHoRaL: Collecting Humor Reaction Labels from Millions of Social Media Users %A Yang, Zixiaofan %A Hooshmand, Shayan %A Hirschberg, Julia %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yang-etal-2021-choral %R 10.18653/v1/2021.emnlp-main.364 %U https://aclanthology.org/2021.emnlp-main.364 %U https://doi.org/10.18653/v1/2021.emnlp-main.364 %P 4429-4435 %0 Conference Proceedings %T CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization %A Lin, Haitao %A Ma, Liqun %A Zhu, Junnan %A Xiang, Lu %A Zhou, Yu %A Zhang, Jiajun %A Zong, Chengqing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lin-etal-2021-csds %R 10.18653/v1/2021.emnlp-main.365 %U https://aclanthology.org/2021.emnlp-main.365 %U https://doi.org/10.18653/v1/2021.emnlp-main.365 %P 4436-4451 %0 Conference Proceedings %T CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild %A Yao, Yuan %A Du, Jiaju %A Lin, Yankai %A Li, Peng %A Liu, Zhiyuan %A Zhou, Jie %A Sun, Maosong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yao-etal-2021-codred %R 10.18653/v1/2021.emnlp-main.366 %U https://aclanthology.org/2021.emnlp-main.366 %U https://doi.org/10.18653/v1/2021.emnlp-main.366 %P 4452-4472 %0 Conference Proceedings %T Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions %A Aliannejadi, Mohammad %A Kiseleva, Julia %A Chuklin, Aleksandr %A Dalton, Jeff %A Burtsev, Mikhail %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F aliannejadi-etal-2021-building %R 10.18653/v1/2021.emnlp-main.367 %U https://aclanthology.org/2021.emnlp-main.367 %U https://doi.org/10.18653/v1/2021.emnlp-main.367 %P 4473-4484 %0 Conference Proceedings %T We Need to Talk About train-dev-test Splits %A van der Goot, Rob %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F van-der-goot-2021-need %R 10.18653/v1/2021.emnlp-main.368 %U https://aclanthology.org/2021.emnlp-main.368 %U https://doi.org/10.18653/v1/2021.emnlp-main.368 %P 4485-4494 %0 Conference Proceedings %T PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation %A Doan, Long %A Nguyen, Linh The %A Tran, Nguyen Luong %A Hoang, Thai %A Nguyen, Dat Quoc %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F doan-etal-2021-phomt %R 10.18653/v1/2021.emnlp-main.369 %U https://aclanthology.org/2021.emnlp-main.369 %U https://doi.org/10.18653/v1/2021.emnlp-main.369 %P 4495-4503 %0 Conference Proceedings %T Lying Through One’s Teeth: A Study on Verbal Leakage Cues %A Yeh, Min-Hsuan %A Ku, Lun-Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yeh-ku-2021-lying %R 10.18653/v1/2021.emnlp-main.370 %U https://aclanthology.org/2021.emnlp-main.370 %U https://doi.org/10.18653/v1/2021.emnlp-main.370 %P 4504-4510 %0 Conference Proceedings %T Multi-granularity Textual Adversarial Attack with Behavior Cloning %A Chen, Yangyi %A Su, Jin %A Wei, Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-multi %R 10.18653/v1/2021.emnlp-main.371 %U https://aclanthology.org/2021.emnlp-main.371 %U https://doi.org/10.18653/v1/2021.emnlp-main.371 %P 4511-4526 %0 Conference Proceedings %T All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality %A Timkey, William %A van Schijndel, Marten %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F timkey-van-schijndel-2021-bark %R 10.18653/v1/2021.emnlp-main.372 %U https://aclanthology.org/2021.emnlp-main.372 %U https://doi.org/10.18653/v1/2021.emnlp-main.372 %P 4527-4546 %0 Conference Proceedings %T Incorporating Residual and Normalization Layers into Analysis of Masked Language Models %A Kobayashi, Goro %A Kuribayashi, Tatsuki %A Yokoi, Sho %A Inui, Kentaro %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kobayashi-etal-2021-incorporating %R 10.18653/v1/2021.emnlp-main.373 %U https://aclanthology.org/2021.emnlp-main.373 %U https://doi.org/10.18653/v1/2021.emnlp-main.373 %P 4547-4568 %0 Conference Proceedings %T Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer %A Qi, Fanchao %A Chen, Yangyi %A Zhang, Xurui %A Li, Mukai %A Liu, Zhiyuan %A Sun, Maosong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F qi-etal-2021-mind %R 10.18653/v1/2021.emnlp-main.374 %U https://aclanthology.org/2021.emnlp-main.374 %U https://doi.org/10.18653/v1/2021.emnlp-main.374 %P 4569-4580 %0 Conference Proceedings %T Sociolectal Analysis of Pretrained Language Models %A Zhang, Sheng %A Zhang, Xin %A Zhang, Weiming %A Søgaard, Anders %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-sociolectal %R 10.18653/v1/2021.emnlp-main.375 %U https://aclanthology.org/2021.emnlp-main.375 %U https://doi.org/10.18653/v1/2021.emnlp-main.375 %P 4581-4588 %0 Conference Proceedings %T Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes %A Limisiewicz, Tomasz %A Mareček, David %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F limisiewicz-marecek-2021-examining %R 10.18653/v1/2021.emnlp-main.376 %U https://aclanthology.org/2021.emnlp-main.376 %U https://doi.org/10.18653/v1/2021.emnlp-main.376 %P 4589-4598 %0 Conference Proceedings %T Are Transformers a Modern Version of ELIZA? Observations on French Object Verb Agreement %A Li, Bingzhi %A Wisniewski, Guillaume %A Crabbé, Benoit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-transformers %R 10.18653/v1/2021.emnlp-main.377 %U https://aclanthology.org/2021.emnlp-main.377 %U https://doi.org/10.18653/v1/2021.emnlp-main.377 %P 4599-4610 %0 Conference Proceedings %T Fine-grained Entity Typing via Label Reasoning %A Liu, Qing %A Lin, Hongyu %A Xiao, Xinyan %A Han, Xianpei %A Sun, Le %A Wu, Hua %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-fine %R 10.18653/v1/2021.emnlp-main.378 %U https://aclanthology.org/2021.emnlp-main.378 %U https://doi.org/10.18653/v1/2021.emnlp-main.378 %P 4611-4622 %0 Conference Proceedings %T Enhanced Language Representation with Label Knowledge for Span Extraction %A Yang, Pan %A Cong, Xin %A Sun, Zhenyu %A Liu, Xingwu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yang-etal-2021-enhanced %R 10.18653/v1/2021.emnlp-main.379 %U https://aclanthology.org/2021.emnlp-main.379 %U https://doi.org/10.18653/v1/2021.emnlp-main.379 %P 4623-4635 %0 Conference Proceedings %T PRIDE: Predicting Relationships in Conversations %A Tigunova, Anna %A Mirza, Paramita %A Yates, Andrew %A Weikum, Gerhard %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F tigunova-etal-2021-pride %R 10.18653/v1/2021.emnlp-main.380 %U https://aclanthology.org/2021.emnlp-main.380 %U https://doi.org/10.18653/v1/2021.emnlp-main.380 %P 4636-4650 %0 Conference Proceedings %T Extracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results %A Magnusson, Ian %A Friedman, Scott %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F magnusson-friedman-2021-extracting %R 10.18653/v1/2021.emnlp-main.381 %U https://aclanthology.org/2021.emnlp-main.381 %U https://doi.org/10.18653/v1/2021.emnlp-main.381 %P 4651-4658 %0 Conference Proceedings %T Sequential Cross-Document Coreference Resolution %A Allaway, Emily %A Wang, Shuai %A Ballesteros, Miguel %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F allaway-etal-2021-sequential %R 10.18653/v1/2021.emnlp-main.382 %U https://aclanthology.org/2021.emnlp-main.382 %U https://doi.org/10.18653/v1/2021.emnlp-main.382 %P 4659-4671 %0 Conference Proceedings %T Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT %A Meng, Zaiqiao %A Liu, Fangyu %A Clark, Thomas %A Shareghi, Ehsan %A Collier, Nigel %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F meng-etal-2021-mixture %R 10.18653/v1/2021.emnlp-main.383 %U https://aclanthology.org/2021.emnlp-main.383 %U https://doi.org/10.18653/v1/2021.emnlp-main.383 %P 4672-4681 %0 Conference Proceedings %T Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach %A Lazar, Koren %A Saret, Benny %A Yehudai, Asaf %A Horowitz, Wayne %A Wasserman, Nathan %A Stanovsky, Gabriel %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lazar-etal-2021-filling %R 10.18653/v1/2021.emnlp-main.384 %U https://aclanthology.org/2021.emnlp-main.384 %U https://doi.org/10.18653/v1/2021.emnlp-main.384 %P 4682-4691 %0 Conference Proceedings %T AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain %A Hong, Jimin %A Kim, TaeHee %A Lim, Hyesu %A Choo, Jaegul %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hong-etal-2021-avocado %R 10.18653/v1/2021.emnlp-main.385 %U https://aclanthology.org/2021.emnlp-main.385 %U https://doi.org/10.18653/v1/2021.emnlp-main.385 %P 4692-4700 %0 Conference Proceedings %T Can We Improve Model Robustness through Secondary Attribute Counterfactuals? %A Balashankar, Ananth %A Wang, Xuezhi %A Packer, Ben %A Thain, Nithum %A Chi, Ed %A Beutel, Alex %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F balashankar-etal-2021-improve %R 10.18653/v1/2021.emnlp-main.386 %U https://aclanthology.org/2021.emnlp-main.386 %U https://doi.org/10.18653/v1/2021.emnlp-main.386 %P 4701-4712 %0 Conference Proceedings %T Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy %A Clement, Colin %A Lu, Shuai %A Liu, Xiaoyu %A Tufano, Michele %A Drain, Dawn %A Duan, Nan %A Sundaresan, Neel %A Svyatkovskiy, Alexey %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F clement-etal-2021-long %R 10.18653/v1/2021.emnlp-main.387 %U https://aclanthology.org/2021.emnlp-main.387 %U https://doi.org/10.18653/v1/2021.emnlp-main.387 %P 4713-4722 %0 Conference Proceedings %T Can Language Models be Biomedical Knowledge Bases? %A Sung, Mujeen %A Lee, Jinhyuk %A Yi, Sean %A Jeon, Minji %A Kim, Sungdong %A Kang, Jaewoo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sung-etal-2021-language %R 10.18653/v1/2021.emnlp-main.388 %U https://aclanthology.org/2021.emnlp-main.388 %U https://doi.org/10.18653/v1/2021.emnlp-main.388 %P 4723-4734 %0 Conference Proceedings %T LayoutReader: Pre-training of Text and Layout for Reading Order Detection %A Wang, Zilong %A Xu, Yiheng %A Cui, Lei %A Shang, Jingbo %A Wei, Furu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-layoutreader %R 10.18653/v1/2021.emnlp-main.389 %U https://aclanthology.org/2021.emnlp-main.389 %U https://doi.org/10.18653/v1/2021.emnlp-main.389 %P 4735-4744 %0 Conference Proceedings %T Region under Discussion for visual dialog %A Mazuecos, Mauricio %A Luque, Franco M. %A Sánchez, Jorge %A Maina, Hernán %A Vadora, Thomas %A Benotti, Luciana %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mazuecos-etal-2021-region %R 10.18653/v1/2021.emnlp-main.390 %U https://aclanthology.org/2021.emnlp-main.390 %U https://doi.org/10.18653/v1/2021.emnlp-main.390 %P 4745-4759 %0 Conference Proceedings %T Learning grounded word meaning representations on similarity graphs %A Dimiccoli, Mariella %A Wendt, Herwig %A Batlle Franch, Pau %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dimiccoli-etal-2021-learning %R 10.18653/v1/2021.emnlp-main.391 %U https://aclanthology.org/2021.emnlp-main.391 %U https://doi.org/10.18653/v1/2021.emnlp-main.391 %P 4760-4769 %0 Conference Proceedings %T WhyAct: Identifying Action Reasons in Lifestyle Vlogs %A Ignat, Oana %A Castro, Santiago %A Miao, Hanwen %A Li, Weiji %A Mihalcea, Rada %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ignat-etal-2021-whyact %R 10.18653/v1/2021.emnlp-main.392 %U https://aclanthology.org/2021.emnlp-main.392 %U https://doi.org/10.18653/v1/2021.emnlp-main.392 %P 4770-4785 %0 Conference Proceedings %T Genre as Weak Supervision for Cross-lingual Dependency Parsing %A Müller-Eberstein, Max %A van der Goot, Rob %A Plank, Barbara %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F muller-eberstein-etal-2021-genre %R 10.18653/v1/2021.emnlp-main.393 %U https://aclanthology.org/2021.emnlp-main.393 %U https://doi.org/10.18653/v1/2021.emnlp-main.393 %P 4786-4802 %0 Conference Proceedings %T On the Relation between Syntactic Divergence and Zero-Shot Performance %A Arviv, Ofir %A Nikolaev, Dmitry %A Karidi, Taelin %A Abend, Omri %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F arviv-etal-2021-relation %R 10.18653/v1/2021.emnlp-main.394 %U https://aclanthology.org/2021.emnlp-main.394 %U https://doi.org/10.18653/v1/2021.emnlp-main.394 %P 4803-4817 %0 Conference Proceedings %T Improved Latent Tree Induction with Distant Supervision via Span Constraints %A Xu, Zhiyang %A Drozdov, Andrew %A Lee, Jay Yoon %A O’Gorman, Tim %A Rongali, Subendhu %A Finkbeiner, Dylan %A Suresh, Shilpa %A Iyyer, Mohit %A McCallum, Andrew %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xu-etal-2021-improved %R 10.18653/v1/2021.emnlp-main.395 %U https://aclanthology.org/2021.emnlp-main.395 %U https://doi.org/10.18653/v1/2021.emnlp-main.395 %P 4818-4831 %0 Conference Proceedings %T Aligning Multidimensional Worldviews and Discovering Ideological Differences %A Milbauer, Jeremiah %A Mathew, Adarsh %A Evans, James %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F milbauer-etal-2021-aligning %R 10.18653/v1/2021.emnlp-main.396 %U https://aclanthology.org/2021.emnlp-main.396 %U https://doi.org/10.18653/v1/2021.emnlp-main.396 %P 4832-4845 %0 Conference Proceedings %T Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts %A Baheti, Ashutosh %A Sap, Maarten %A Ritter, Alan %A Riedl, Mark %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F baheti-etal-2021-just %R 10.18653/v1/2021.emnlp-main.397 %U https://aclanthology.org/2021.emnlp-main.397 %U https://doi.org/10.18653/v1/2021.emnlp-main.397 %P 4846-4862 %0 Conference Proceedings %T Multi-Modal Open-Domain Dialogue %A Shuster, Kurt %A Smith, Eric Michael %A Ju, Da %A Weston, Jason %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F shuster-etal-2021-multi %R 10.18653/v1/2021.emnlp-main.398 %U https://aclanthology.org/2021.emnlp-main.398 %U https://doi.org/10.18653/v1/2021.emnlp-main.398 %P 4863-4883 %0 Conference Proceedings %T A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding %A Wu, Ting-Wei %A Su, Ruolin %A Juang, Biing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wu-etal-2021-label %R 10.18653/v1/2021.emnlp-main.399 %U https://aclanthology.org/2021.emnlp-main.399 %U https://doi.org/10.18653/v1/2021.emnlp-main.399 %P 4884-4896 %0 Conference Proceedings %T Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection %A Chi, Ta-Chung %A Rudnicky, Alexander %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chi-rudnicky-2021-zero %R 10.18653/v1/2021.emnlp-main.400 %U https://aclanthology.org/2021.emnlp-main.400 %U https://doi.org/10.18653/v1/2021.emnlp-main.400 %P 4897-4902 %0 Conference Proceedings %T SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations %A Kottur, Satwik %A Moon, Seungwhan %A Geramifard, Alborz %A Damavandi, Babak %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kottur-etal-2021-simmc %R 10.18653/v1/2021.emnlp-main.401 %U https://aclanthology.org/2021.emnlp-main.401 %U https://doi.org/10.18653/v1/2021.emnlp-main.401 %P 4903-4912 %0 Conference Proceedings %T RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging %A Hao, Jie %A Song, Linfeng %A Wang, Liwei %A Xu, Kun %A Tu, Zhaopeng %A Yu, Dong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hao-etal-2021-rast %R 10.18653/v1/2021.emnlp-main.402 %U https://aclanthology.org/2021.emnlp-main.402 %U https://doi.org/10.18653/v1/2021.emnlp-main.402 %P 4913-4924 %0 Conference Proceedings %T MRF-Chat: Improving Dialogue with Markov Random Fields %A Grover, Ishaan %A Huggins, Matthew %A Breazeal, Cynthia %A Park, Hae Won %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F grover-etal-2021-mrf %R 10.18653/v1/2021.emnlp-main.403 %U https://aclanthology.org/2021.emnlp-main.403 %U https://doi.org/10.18653/v1/2021.emnlp-main.403 %P 4925-4936 %0 Conference Proceedings %T Dialogue State Tracking with a Language Model using Schema-Driven Prompting %A Lee, Chia-Hsuan %A Cheng, Hao %A Ostendorf, Mari %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lee-etal-2021-dialogue %R 10.18653/v1/2021.emnlp-main.404 %U https://aclanthology.org/2021.emnlp-main.404 %U https://doi.org/10.18653/v1/2021.emnlp-main.404 %P 4937-4949 %0 Conference Proceedings %T Signed Coreference Resolution %A Yin, Kayo %A DeHaan, Kenneth %A Alikhani, Malihe %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yin-etal-2021-signed %R 10.18653/v1/2021.emnlp-main.405 %U https://aclanthology.org/2021.emnlp-main.405 %U https://doi.org/10.18653/v1/2021.emnlp-main.405 %P 4950-4961 %0 Conference Proceedings %T Consistent Accelerated Inference via Confident Adaptive Transformers %A Schuster, Tal %A Fisch, Adam %A Jaakkola, Tommi %A Barzilay, Regina %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F schuster-etal-2021-consistent %R 10.18653/v1/2021.emnlp-main.406 %U https://aclanthology.org/2021.emnlp-main.406 %U https://doi.org/10.18653/v1/2021.emnlp-main.406 %P 4962-4979 %0 Conference Proceedings %T Improving and Simplifying Pattern Exploiting Training %A Tam, Derek %A R. Menon, Rakesh %A Bansal, Mohit %A Srivastava, Shashank %A Raffel, Colin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F tam-etal-2021-improving %R 10.18653/v1/2021.emnlp-main.407 %U https://aclanthology.org/2021.emnlp-main.407 %U https://doi.org/10.18653/v1/2021.emnlp-main.407 %P 4980-4991 %0 Conference Proceedings %T Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data %A Lowell, David %A Howard, Brian %A Lipton, Zachary C. %A Wallace, Byron %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lowell-etal-2021-unsupervised %R 10.18653/v1/2021.emnlp-main.408 %U https://aclanthology.org/2021.emnlp-main.408 %U https://doi.org/10.18653/v1/2021.emnlp-main.408 %P 4992-5001 %0 Conference Proceedings %T Pre-train or Annotate? Domain Adaptation with a Constrained Budget %A Bai, Fan %A Ritter, Alan %A Xu, Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bai-etal-2021-pre %R 10.18653/v1/2021.emnlp-main.409 %U https://aclanthology.org/2021.emnlp-main.409 %U https://doi.org/10.18653/v1/2021.emnlp-main.409 %P 5002-5015 %0 Conference Proceedings %T Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources %A Mehrabi, Ninareh %A Zhou, Pei %A Morstatter, Fred %A Pujara, Jay %A Ren, Xiang %A Galstyan, Aram %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mehrabi-etal-2021-lawyers %R 10.18653/v1/2021.emnlp-main.410 %U https://aclanthology.org/2021.emnlp-main.410 %U https://doi.org/10.18653/v1/2021.emnlp-main.410 %P 5016-5033 %0 Conference Proceedings %T OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings %A Dev, Sunipa %A Li, Tao %A Phillips, Jeff M. %A Srikumar, Vivek %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dev-etal-2021-oscar %R 10.18653/v1/2021.emnlp-main.411 %U https://aclanthology.org/2021.emnlp-main.411 %U https://doi.org/10.18653/v1/2021.emnlp-main.411 %P 5034-5050 %0 Conference Proceedings %T Sentence-Permuted Paragraph Generation %A Yu, Wenhao %A Zhu, Chenguang %A Zhao, Tong %A Guo, Zhichun %A Jiang, Meng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yu-etal-2021-sentence %R 10.18653/v1/2021.emnlp-main.412 %U https://aclanthology.org/2021.emnlp-main.412 %U https://doi.org/10.18653/v1/2021.emnlp-main.412 %P 5051-5062 %0 Conference Proceedings %T Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation %A Mao, Yuning %A Ma, Wenchang %A Lei, Deren %A Han, Jiawei %A Ren, Xiang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mao-etal-2021-extract %R 10.18653/v1/2021.emnlp-main.413 %U https://aclanthology.org/2021.emnlp-main.413 %U https://doi.org/10.18653/v1/2021.emnlp-main.413 %P 5063-5074 %0 Conference Proceedings %T Paraphrase Generation: A Survey of the State of the Art %A Zhou, Jianing %A Bhat, Suma %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-bhat-2021-paraphrase %R 10.18653/v1/2021.emnlp-main.414 %U https://aclanthology.org/2021.emnlp-main.414 %U https://doi.org/10.18653/v1/2021.emnlp-main.414 %P 5075-5086 %0 Conference Proceedings %T Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation? %A He, Tianxing %A Zhang, Jingzhao %A Zhou, Zhiming %A Glass, James %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F he-etal-2021-exposure %R 10.18653/v1/2021.emnlp-main.415 %U https://aclanthology.org/2021.emnlp-main.415 %U https://doi.org/10.18653/v1/2021.emnlp-main.415 %P 5087-5102 %0 Conference Proceedings %T Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning %A Zhou, Li %A Small, Kevin %A Zhang, Yong %A Atluri, Sandeep %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-etal-2021-generating %R 10.18653/v1/2021.emnlp-main.416 %U https://aclanthology.org/2021.emnlp-main.416 %U https://doi.org/10.18653/v1/2021.emnlp-main.416 %P 5103-5135 %0 Conference Proceedings %T Unsupervised Paraphrasing with Pretrained Language Models %A Niu, Tong %A Yavuz, Semih %A Zhou, Yingbo %A Keskar, Nitish Shirish %A Wang, Huan %A Xiong, Caiming %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F niu-etal-2021-unsupervised %R 10.18653/v1/2021.emnlp-main.417 %U https://aclanthology.org/2021.emnlp-main.417 %U https://doi.org/10.18653/v1/2021.emnlp-main.417 %P 5136-5150 %0 Conference Proceedings %T Profanity-Avoiding Training Framework for Seq2seq Models with Certified Robustness %A Zhang, Hengtong %A Zheng, Tianhang %A Li, Yaliang %A Gao, Jing %A Su, Lu %A Li, Bo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-profanity %R 10.18653/v1/2021.emnlp-main.418 %U https://aclanthology.org/2021.emnlp-main.418 %U https://doi.org/10.18653/v1/2021.emnlp-main.418 %P 5151-5161 %0 Conference Proceedings %T Journalistic Guidelines Aware News Image Captioning %A Yang, Xuewen %A Karaman, Svebor %A Tetreault, Joel %A Jaimes, Alejandro %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yang-etal-2021-journalistic %R 10.18653/v1/2021.emnlp-main.419 %U https://aclanthology.org/2021.emnlp-main.419 %U https://doi.org/10.18653/v1/2021.emnlp-main.419 %P 5162-5175 %0 Conference Proceedings %T AESOP: Paraphrase Generation with Adaptive Syntactic Control %A Sun, Jiao %A Ma, Xuezhe %A Peng, Nanyun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sun-etal-2021-aesop %R 10.18653/v1/2021.emnlp-main.420 %U https://aclanthology.org/2021.emnlp-main.420 %U https://doi.org/10.18653/v1/2021.emnlp-main.420 %P 5176-5189 %0 Conference Proceedings %T Refocusing on Relevance: Personalization in NLG %A Dudy, Shiran %A Bedrick, Steven %A Webber, Bonnie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dudy-etal-2021-refocusing %R 10.18653/v1/2021.emnlp-main.421 %U https://aclanthology.org/2021.emnlp-main.421 %U https://doi.org/10.18653/v1/2021.emnlp-main.421 %P 5190-5202 %0 Conference Proceedings %T The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction %A Li, Manling %A Li, Sha %A Wang, Zhenhailong %A Huang, Lifu %A Cho, Kyunghyun %A Ji, Heng %A Han, Jiawei %A Voss, Clare %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-future %R 10.18653/v1/2021.emnlp-main.422 %U https://aclanthology.org/2021.emnlp-main.422 %U https://doi.org/10.18653/v1/2021.emnlp-main.422 %P 5203-5215 %0 Conference Proceedings %T Learning Constraints and Descriptive Segmentation for Subevent Detection %A Wang, Haoyu %A Zhang, Hongming %A Chen, Muhao %A Roth, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-learning-constraints %R 10.18653/v1/2021.emnlp-main.423 %U https://aclanthology.org/2021.emnlp-main.423 %U https://doi.org/10.18653/v1/2021.emnlp-main.423 %P 5216-5226 %0 Conference Proceedings %T ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision %A Wang, Xuan %A Hu, Vivian %A Song, Xiangchen %A Garg, Shweta %A Xiao, Jinfeng %A Han, Jiawei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-chemner %R 10.18653/v1/2021.emnlp-main.424 %U https://aclanthology.org/2021.emnlp-main.424 %U https://doi.org/10.18653/v1/2021.emnlp-main.424 %P 5227-5240 %0 Conference Proceedings %T Moving on from OntoNotes: Coreference Resolution Model Transfer %A Xia, Patrick %A Van Durme, Benjamin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xia-van-durme-2021-moving %R 10.18653/v1/2021.emnlp-main.425 %U https://aclanthology.org/2021.emnlp-main.425 %U https://doi.org/10.18653/v1/2021.emnlp-main.425 %P 5241-5256 %0 Conference Proceedings %T Document-level Entity-based Extraction as Template Generation %A Huang, Kung-Hsiang %A Tang, Sam %A Peng, Nanyun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F huang-etal-2021-document %R 10.18653/v1/2021.emnlp-main.426 %U https://aclanthology.org/2021.emnlp-main.426 %U https://doi.org/10.18653/v1/2021.emnlp-main.426 %P 5257-5269 %0 Conference Proceedings %T Learning Prototype Representations Across Few-Shot Tasks for Event Detection %A Lai, Viet %A Dernoncourt, Franck %A Nguyen, Thien Huu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lai-etal-2021-learning %R 10.18653/v1/2021.emnlp-main.427 %U https://aclanthology.org/2021.emnlp-main.427 %U https://doi.org/10.18653/v1/2021.emnlp-main.427 %P 5270-5277 %0 Conference Proceedings %T Lifelong Event Detection with Knowledge Transfer %A Yu, Pengfei %A Ji, Heng %A Natarajan, Prem %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yu-etal-2021-lifelong %R 10.18653/v1/2021.emnlp-main.428 %U https://aclanthology.org/2021.emnlp-main.428 %U https://doi.org/10.18653/v1/2021.emnlp-main.428 %P 5278-5290 %0 Conference Proceedings %T Modular Self-Supervision for Document-Level Relation Extraction %A Zhang, Sheng %A Wong, Cliff %A Usuyama, Naoto %A Jain, Sarthak %A Naumann, Tristan %A Poon, Hoifung %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-modular %R 10.18653/v1/2021.emnlp-main.429 %U https://aclanthology.org/2021.emnlp-main.429 %U https://doi.org/10.18653/v1/2021.emnlp-main.429 %P 5291-5302 %0 Conference Proceedings %T Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition %A Wang, Rui %A Henao, Ricardo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-henao-2021-unsupervised %R 10.18653/v1/2021.emnlp-main.430 %U https://aclanthology.org/2021.emnlp-main.430 %U https://doi.org/10.18653/v1/2021.emnlp-main.430 %P 5303-5308 %0 Conference Proceedings %T Fine-grained Entity Typing without Knowledge Base %A Qian, Jing %A Liu, Yibin %A Liu, Lemao %A Li, Yangming %A Jiang, Haiyun %A Zhang, Haisong %A Shi, Shuming %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F qian-etal-2021-fine %R 10.18653/v1/2021.emnlp-main.431 %U https://aclanthology.org/2021.emnlp-main.431 %U https://doi.org/10.18653/v1/2021.emnlp-main.431 %P 5309-5319 %0 Conference Proceedings %T Adversarial Attack against Cross-lingual Knowledge Graph Alignment %A Zhang, Zeru %A Zhang, Zijie %A Zhou, Yang %A Wu, Lingfei %A Wu, Sixing %A Han, Xiaoying %A Dou, Dejing %A Che, Tianshi %A Yan, Da %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-adversarial-attack %R 10.18653/v1/2021.emnlp-main.432 %U https://aclanthology.org/2021.emnlp-main.432 %U https://doi.org/10.18653/v1/2021.emnlp-main.432 %P 5320-5337 %0 Conference Proceedings %T Towards Realistic Few-Shot Relation Extraction %A Brody, Sam %A Wu, Sichao %A Benton, Adrian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F brody-etal-2021-towards %R 10.18653/v1/2021.emnlp-main.433 %U https://aclanthology.org/2021.emnlp-main.433 %U https://doi.org/10.18653/v1/2021.emnlp-main.433 %P 5338-5345 %0 Conference Proceedings %T Data Augmentation for Cross-Domain Named Entity Recognition %A Chen, Shuguang %A Aguilar, Gustavo %A Neves, Leonardo %A Solorio, Thamar %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-data %R 10.18653/v1/2021.emnlp-main.434 %U https://aclanthology.org/2021.emnlp-main.434 %U https://doi.org/10.18653/v1/2021.emnlp-main.434 %P 5346-5356 %0 Conference Proceedings %T Incorporating medical knowledge in BERT for clinical relation extraction %A Roy, Arpita %A Pan, Shimei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F roy-pan-2021-incorporating %R 10.18653/v1/2021.emnlp-main.435 %U https://aclanthology.org/2021.emnlp-main.435 %U https://doi.org/10.18653/v1/2021.emnlp-main.435 %P 5357-5366 %0 Conference Proceedings %T ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning %A Han, Rujun %A Ren, Xiang %A Peng, Nanyun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F han-etal-2021-econet %R 10.18653/v1/2021.emnlp-main.436 %U https://aclanthology.org/2021.emnlp-main.436 %U https://doi.org/10.18653/v1/2021.emnlp-main.436 %P 5367-5380 %0 Conference Proceedings %T Learning from Noisy Labels for Entity-Centric Information Extraction %A Zhou, Wenxuan %A Chen, Muhao %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-chen-2021-learning %R 10.18653/v1/2021.emnlp-main.437 %U https://aclanthology.org/2021.emnlp-main.437 %U https://doi.org/10.18653/v1/2021.emnlp-main.437 %P 5381-5392 %0 Conference Proceedings %T Extracting Material Property Measurement Data from Scientific Articles %A Panapitiya, Gihan %A Parks, Fred %A Sepulveda, Jonathan %A Saldanha, Emily %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F panapitiya-etal-2021-extracting %R 10.18653/v1/2021.emnlp-main.438 %U https://aclanthology.org/2021.emnlp-main.438 %U https://doi.org/10.18653/v1/2021.emnlp-main.438 %P 5393-5402 %0 Conference Proceedings %T Modeling Document-Level Context for Event Detection via Important Context Selection %A Pouran Ben Veyseh, Amir %A Nguyen, Minh Van %A Ngo Trung, Nghia %A Min, Bonan %A Nguyen, Thien Huu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pouran-ben-veyseh-etal-2021-modeling %R 10.18653/v1/2021.emnlp-main.439 %U https://aclanthology.org/2021.emnlp-main.439 %U https://doi.org/10.18653/v1/2021.emnlp-main.439 %P 5403-5413 %0 Conference Proceedings %T Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments %A Nguyen, Minh Van %A Nguyen, Tuan Ngo %A Min, Bonan %A Nguyen, Thien Huu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F nguyen-etal-2021-crosslingual %R 10.18653/v1/2021.emnlp-main.440 %U https://aclanthology.org/2021.emnlp-main.440 %U https://doi.org/10.18653/v1/2021.emnlp-main.440 %P 5414-5426 %0 Conference Proceedings %T Corpus-based Open-Domain Event Type Induction %A Shen, Jiaming %A Zhang, Yunyi %A Ji, Heng %A Han, Jiawei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F shen-etal-2021-corpus %R 10.18653/v1/2021.emnlp-main.441 %U https://aclanthology.org/2021.emnlp-main.441 %U https://doi.org/10.18653/v1/2021.emnlp-main.441 %P 5427-5440 %0 Conference Proceedings %T PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition %A Zhang, Tao %A Xia, Congying %A Yu, Philip S. %A Liu, Zhiwei %A Zhao, Shu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-pdaln %R 10.18653/v1/2021.emnlp-main.442 %U https://aclanthology.org/2021.emnlp-main.442 %U https://doi.org/10.18653/v1/2021.emnlp-main.442 %P 5441-5451 %0 Conference Proceedings %T Multi-Vector Attention Models for Deep Re-ranking %A Zhou, Giulio %A Devlin, Jacob %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-devlin-2021-multi %R 10.18653/v1/2021.emnlp-main.443 %U https://aclanthology.org/2021.emnlp-main.443 %U https://doi.org/10.18653/v1/2021.emnlp-main.443 %P 5452-5456 %0 Conference Proceedings %T Toward Deconfounding the Effect of Entity Demographics for Question Answering Accuracy %A Gor, Maharshi %A Webster, Kellie %A Boyd-Graber, Jordan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gor-etal-2021-toward %R 10.18653/v1/2021.emnlp-main.444 %U https://aclanthology.org/2021.emnlp-main.444 %U https://doi.org/10.18653/v1/2021.emnlp-main.444 %P 5457-5473 %0 Conference Proceedings %T Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models %A Ma, Kaixin %A Ilievski, Filip %A Francis, Jonathan %A Ozaki, Satoru %A Nyberg, Eric %A Oltramari, Alessandro %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ma-etal-2021-exploring %R 10.18653/v1/2021.emnlp-main.445 %U https://aclanthology.org/2021.emnlp-main.445 %U https://doi.org/10.18653/v1/2021.emnlp-main.445 %P 5474-5483 %0 Conference Proceedings %T Transformer Feed-Forward Layers Are Key-Value Memories %A Geva, Mor %A Schuster, Roei %A Berant, Jonathan %A Levy, Omer %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F geva-etal-2021-transformer %R 10.18653/v1/2021.emnlp-main.446 %U https://aclanthology.org/2021.emnlp-main.446 %U https://doi.org/10.18653/v1/2021.emnlp-main.446 %P 5484-5495 %0 Conference Proceedings %T Connecting Attributions and QA Model Behavior on Realistic Counterfactuals %A Ye, Xi %A Nair, Rohan %A Durrett, Greg %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ye-etal-2021-connecting %R 10.18653/v1/2021.emnlp-main.447 %U https://aclanthology.org/2021.emnlp-main.447 %U https://doi.org/10.18653/v1/2021.emnlp-main.447 %P 5496-5512 %0 Conference Proceedings %T How Do Neural Sequence Models Generalize? Local and Global Cues for Out-of-Distribution Prediction %A Bau, D. Anthony %A Andreas, Jacob %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bau-andreas-2021-neural %R 10.18653/v1/2021.emnlp-main.448 %U https://aclanthology.org/2021.emnlp-main.448 %U https://doi.org/10.18653/v1/2021.emnlp-main.448 %P 5513-5526 %0 Conference Proceedings %T Comparing Text Representations: A Theory-Driven Approach %A Yauney, Gregory %A Mimno, David %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yauney-mimno-2021-comparing %R 10.18653/v1/2021.emnlp-main.449 %U https://aclanthology.org/2021.emnlp-main.449 %U https://doi.org/10.18653/v1/2021.emnlp-main.449 %P 5527-5539 %0 Conference Proceedings %T Human Rationales as Attribution Priors for Explainable Stance Detection %A Jayaram, Sahil %A Allaway, Emily %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jayaram-allaway-2021-human %R 10.18653/v1/2021.emnlp-main.450 %U https://aclanthology.org/2021.emnlp-main.450 %U https://doi.org/10.18653/v1/2021.emnlp-main.450 %P 5540-5554 %0 Conference Proceedings %T The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders %A He, Han %A Choi, Jinho D. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F he-choi-2021-stem %R 10.18653/v1/2021.emnlp-main.451 %U https://aclanthology.org/2021.emnlp-main.451 %U https://doi.org/10.18653/v1/2021.emnlp-main.451 %P 5555-5577 %0 Conference Proceedings %T Text Counterfactuals via Latent Optimization and Shapley-Guided Search %A Fern, Xiaoli %A Pope, Quintin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F fern-pope-2021-text %R 10.18653/v1/2021.emnlp-main.452 %U https://aclanthology.org/2021.emnlp-main.452 %U https://doi.org/10.18653/v1/2021.emnlp-main.452 %P 5578-5593 %0 Conference Proceedings %T “Average” Approximates “First Principal Component”? An Empirical Analysis on Representations from Neural Language Models %A Wang, Zihan %A Dong, Chengyu %A Shang, Jingbo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-average %R 10.18653/v1/2021.emnlp-main.453 %U https://aclanthology.org/2021.emnlp-main.453 %U https://doi.org/10.18653/v1/2021.emnlp-main.453 %P 5594-5603 %0 Conference Proceedings %T Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models %A Wang, Yiwen %A Hu, Jennifer %A Levy, Roger %A Qian, Peng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-controlled %R 10.18653/v1/2021.emnlp-main.454 %U https://aclanthology.org/2021.emnlp-main.454 %U https://doi.org/10.18653/v1/2021.emnlp-main.454 %P 5604-5620 %0 Conference Proceedings %T GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks %A Ma, Weicheng %A Lou, Renze %A Zhang, Kai %A Wang, Lili %A Vosoughi, Soroush %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ma-etal-2021-gradts %R 10.18653/v1/2021.emnlp-main.455 %U https://aclanthology.org/2021.emnlp-main.455 %U https://doi.org/10.18653/v1/2021.emnlp-main.455 %P 5621-5632 %0 Conference Proceedings %T NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases %A Safavi, Tara %A Zhu, Jing %A Koutra, Danai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F safavi-etal-2021-negater %R 10.18653/v1/2021.emnlp-main.456 %U https://aclanthology.org/2021.emnlp-main.456 %U https://doi.org/10.18653/v1/2021.emnlp-main.456 %P 5633-5646 %0 Conference Proceedings %T Instance-adaptive training with noise-robust losses against noisy labels %A Jin, Lifeng %A Song, Linfeng %A Xu, Kun %A Yu, Dong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jin-etal-2021-instance %R 10.18653/v1/2021.emnlp-main.457 %U https://aclanthology.org/2021.emnlp-main.457 %U https://doi.org/10.18653/v1/2021.emnlp-main.457 %P 5647-5663 %0 Conference Proceedings %T Distributionally Robust Multilingual Machine Translation %A Zhou, Chunting %A Levy, Daniel %A Li, Xian %A Ghazvininejad, Marjan %A Neubig, Graham %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-etal-2021-distributionally %R 10.18653/v1/2021.emnlp-main.458 %U https://aclanthology.org/2021.emnlp-main.458 %U https://doi.org/10.18653/v1/2021.emnlp-main.458 %P 5664-5674 %0 Conference Proceedings %T Model Selection for Cross-lingual Transfer %A Chen, Yang %A Ritter, Alan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-ritter-2021-model %R 10.18653/v1/2021.emnlp-main.459 %U https://aclanthology.org/2021.emnlp-main.459 %U https://doi.org/10.18653/v1/2021.emnlp-main.459 %P 5675-5687 %0 Conference Proceedings %T Continual Few-Shot Learning for Text Classification %A Pasunuru, Ramakanth %A Stoyanov, Veselin %A Bansal, Mohit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pasunuru-etal-2021-continual %R 10.18653/v1/2021.emnlp-main.460 %U https://aclanthology.org/2021.emnlp-main.460 %U https://doi.org/10.18653/v1/2021.emnlp-main.460 %P 5688-5702 %0 Conference Proceedings %T Efficient Nearest Neighbor Language Models %A He, Junxian %A Neubig, Graham %A Berg-Kirkpatrick, Taylor %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F he-etal-2021-efficient %R 10.18653/v1/2021.emnlp-main.461 %U https://aclanthology.org/2021.emnlp-main.461 %U https://doi.org/10.18653/v1/2021.emnlp-main.461 %P 5703-5714 %0 Conference Proceedings %T STraTA: Self-Training with Task Augmentation for Better Few-shot Learning %A Vu, Tu %A Luong, Minh-Thang %A Le, Quoc %A Simon, Grady %A Iyyer, Mohit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F vu-etal-2021-strata %R 10.18653/v1/2021.emnlp-main.462 %U https://aclanthology.org/2021.emnlp-main.462 %U https://doi.org/10.18653/v1/2021.emnlp-main.462 %P 5715-5731 %0 Conference Proceedings %T TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection %A Madan, Vivek %A Khetan, Ashish %A Karnin, Zohar %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F madan-etal-2021-tadpole %R 10.18653/v1/2021.emnlp-main.463 %U https://aclanthology.org/2021.emnlp-main.463 %U https://doi.org/10.18653/v1/2021.emnlp-main.463 %P 5732-5746 %0 Conference Proceedings %T Gradient-based Adversarial Attacks against Text Transformers %A Guo, Chuan %A Sablayrolles, Alexandre %A Jégou, Hervé %A Kiela, Douwe %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F guo-etal-2021-gradient %R 10.18653/v1/2021.emnlp-main.464 %U https://aclanthology.org/2021.emnlp-main.464 %U https://doi.org/10.18653/v1/2021.emnlp-main.464 %P 5747-5757 %0 Conference Proceedings %T Do Transformer Modifications Transfer Across Implementations and Applications? %A Narang, Sharan %A Chung, Hyung Won %A Tay, Yi %A Fedus, Liam %A Fevry, Thibault %A Matena, Michael %A Malkan, Karishma %A Fiedel, Noah %A Shazeer, Noam %A Lan, Zhenzhong %A Zhou, Yanqi %A Li, Wei %A Ding, Nan %A Marcus, Jake %A Roberts, Adam %A Raffel, Colin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F narang-etal-2021-transformer %R 10.18653/v1/2021.emnlp-main.465 %U https://aclanthology.org/2021.emnlp-main.465 %U https://doi.org/10.18653/v1/2021.emnlp-main.465 %P 5758-5773 %0 Conference Proceedings %T Paired Examples as Indirect Supervision in Latent Decision Models %A Gupta, Nitish %A Singh, Sameer %A Gardner, Matt %A Roth, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gupta-etal-2021-paired %R 10.18653/v1/2021.emnlp-main.466 %U https://aclanthology.org/2021.emnlp-main.466 %U https://doi.org/10.18653/v1/2021.emnlp-main.466 %P 5774-5785 %0 Conference Proceedings %T Pairwise Supervised Contrastive Learning of Sentence Representations %A Zhang, Dejiao %A Li, Shang-Wen %A Xiao, Wei %A Zhu, Henghui %A Nallapati, Ramesh %A Arnold, Andrew O. %A Xiang, Bing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-pairwise %R 10.18653/v1/2021.emnlp-main.467 %U https://aclanthology.org/2021.emnlp-main.467 %U https://doi.org/10.18653/v1/2021.emnlp-main.467 %P 5786-5798 %0 Conference Proceedings %T Muppet: Massive Multi-task Representations with Pre-Finetuning %A Aghajanyan, Armen %A Gupta, Anchit %A Shrivastava, Akshat %A Chen, Xilun %A Zettlemoyer, Luke %A Gupta, Sonal %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F aghajanyan-etal-2021-muppet %R 10.18653/v1/2021.emnlp-main.468 %U https://aclanthology.org/2021.emnlp-main.468 %U https://doi.org/10.18653/v1/2021.emnlp-main.468 %P 5799-5811 %0 Conference Proceedings %T Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP %A Bansal, Trapit %A Gunasekaran, Karthick Prasad %A Wang, Tong %A Munkhdalai, Tsendsuren %A McCallum, Andrew %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bansal-etal-2021-diverse %R 10.18653/v1/2021.emnlp-main.469 %U https://aclanthology.org/2021.emnlp-main.469 %U https://doi.org/10.18653/v1/2021.emnlp-main.469 %P 5812-5824 %0 Conference Proceedings %T A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations %A Yang, Ziyi %A Yang, Yinfei %A Cer, Daniel %A Darve, Eric %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yang-etal-2021-simple %R 10.18653/v1/2021.emnlp-main.470 %U https://aclanthology.org/2021.emnlp-main.470 %U https://doi.org/10.18653/v1/2021.emnlp-main.470 %P 5825-5832 %0 Conference Proceedings %T A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space %A Jones, Alexander %A Wang, William Yang %A Mahowald, Kyle %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jones-etal-2021-massively %R 10.18653/v1/2021.emnlp-main.471 %U https://aclanthology.org/2021.emnlp-main.471 %U https://doi.org/10.18653/v1/2021.emnlp-main.471 %P 5833-5847 %0 Conference Proceedings %T Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing %A Yang, Jingfeng %A Fancellu, Federico %A Webber, Bonnie %A Yang, Diyi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yang-etal-2021-frustratingly %R 10.18653/v1/2021.emnlp-main.472 %U https://aclanthology.org/2021.emnlp-main.472 %U https://doi.org/10.18653/v1/2021.emnlp-main.472 %P 5848-5856 %0 Conference Proceedings %T Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings %A Chen, Junkun %A Zheng, Renjie %A Kita, Atsuhito %A Ma, Mingbo %A Huang, Liang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-improving-simultaneous %R 10.18653/v1/2021.emnlp-main.473 %U https://aclanthology.org/2021.emnlp-main.473 %U https://doi.org/10.18653/v1/2021.emnlp-main.473 %P 5857-5864 %0 Conference Proceedings %T Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications %A Sun, Shuo %A El-Kishky, Ahmed %A Chaudhary, Vishrav %A Cross, James %A Specia, Lucia %A Guzmán, Francisco %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sun-etal-2021-classification %R 10.18653/v1/2021.emnlp-main.474 %U https://aclanthology.org/2021.emnlp-main.474 %U https://doi.org/10.18653/v1/2021.emnlp-main.474 %P 5865-5875 %0 Conference Proceedings %T A Large-Scale Study of Machine Translation in Turkic Languages %A Mirzakhalov, Jamshidbek %A Babu, Anoop %A Ataman, Duygu %A Kariev, Sherzod %A Tyers, Francis %A Abduraufov, Otabek %A Hajili, Mammad %A Ivanova, Sardana %A Khaytbaev, Abror %A Laverghetta Jr., Antonio %A Moydinboyev, Bekhzodbek %A Onal, Esra %A Pulatova, Shaxnoza %A Wahab, Ahsan %A Firat, Orhan %A Chellappan, Sriram %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mirzakhalov-etal-2021-large %R 10.18653/v1/2021.emnlp-main.475 %U https://aclanthology.org/2021.emnlp-main.475 %U https://doi.org/10.18653/v1/2021.emnlp-main.475 %P 5876-5890 %0 Conference Proceedings %T Analyzing the Surprising Variability in Word Embedding Stability Across Languages %A Burdick, Laura %A Kummerfeld, Jonathan K. %A Mihalcea, Rada %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F burdick-etal-2021-analyzing %R 10.18653/v1/2021.emnlp-main.476 %U https://aclanthology.org/2021.emnlp-main.476 %U https://doi.org/10.18653/v1/2021.emnlp-main.476 %P 5891-5901 %0 Conference Proceedings %T Rule-based Morphological Inflection Improves Neural Terminology Translation %A Xu, Weijia %A Carpuat, Marine %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xu-carpuat-2021-rule %R 10.18653/v1/2021.emnlp-main.477 %U https://aclanthology.org/2021.emnlp-main.477 %U https://doi.org/10.18653/v1/2021.emnlp-main.477 %P 5902-5914 %0 Conference Proceedings %T Data and Parameter Scaling Laws for Neural Machine Translation %A Gordon, Mitchell A. %A Duh, Kevin %A Kaplan, Jared %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gordon-etal-2021-data %R 10.18653/v1/2021.emnlp-main.478 %U https://aclanthology.org/2021.emnlp-main.478 %U https://doi.org/10.18653/v1/2021.emnlp-main.478 %P 5915-5922 %0 Conference Proceedings %T Good-Enough Example Extrapolation %A Wei, Jason %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wei-2021-good %R 10.18653/v1/2021.emnlp-main.479 %U https://aclanthology.org/2021.emnlp-main.479 %U https://doi.org/10.18653/v1/2021.emnlp-main.479 %P 5923-5929 %0 Conference Proceedings %T Learning to Selectively Learn for Weakly-supervised Paraphrase Generation %A Ding, Kaize %A Li, Dingcheng %A Li, Alexander Hanbo %A Fan, Xing %A Guo, Chenlei %A Liu, Yang %A Liu, Huan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ding-etal-2021-learning %R 10.18653/v1/2021.emnlp-main.480 %U https://aclanthology.org/2021.emnlp-main.480 %U https://doi.org/10.18653/v1/2021.emnlp-main.480 %P 5930-5940 %0 Conference Proceedings %T Effective Convolutional Attention Network for Multi-label Clinical Document Classification %A Liu, Yang %A Cheng, Hua %A Klopfer, Russell %A Gormley, Matthew R. %A Schaaf, Thomas %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-effective %R 10.18653/v1/2021.emnlp-main.481 %U https://aclanthology.org/2021.emnlp-main.481 %U https://doi.org/10.18653/v1/2021.emnlp-main.481 %P 5941-5953 %0 Conference Proceedings %T Contrastive Code Representation Learning %A Jain, Paras %A Jain, Ajay %A Zhang, Tianjun %A Abbeel, Pieter %A Gonzalez, Joseph %A Stoica, Ion %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jain-etal-2021-contrastive %R 10.18653/v1/2021.emnlp-main.482 %U https://aclanthology.org/2021.emnlp-main.482 %U https://doi.org/10.18653/v1/2021.emnlp-main.482 %P 5954-5971 %0 Conference Proceedings %T IGA: An Intent-Guided Authoring Assistant %A Sun, Simeng %A Zhao, Wenlong %A Manjunatha, Varun %A Jain, Rajiv %A Morariu, Vlad %A Dernoncourt, Franck %A Srinivasan, Balaji Vasan %A Iyyer, Mohit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sun-etal-2021-iga %R 10.18653/v1/2021.emnlp-main.483 %U https://aclanthology.org/2021.emnlp-main.483 %U https://doi.org/10.18653/v1/2021.emnlp-main.483 %P 5972-5985 %0 Conference Proceedings %T Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints %A Wang, Zichao %A Lan, Andrew %A Baraniuk, Richard %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-math %R 10.18653/v1/2021.emnlp-main.484 %U https://aclanthology.org/2021.emnlp-main.484 %U https://doi.org/10.18653/v1/2021.emnlp-main.484 %P 5986-5999 %0 Conference Proceedings %T Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning %A Chen, Yuanzhi %A Hasan, Mohammad %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-hasan-2021-navigating %R 10.18653/v1/2021.emnlp-main.485 %U https://aclanthology.org/2021.emnlp-main.485 %U https://doi.org/10.18653/v1/2021.emnlp-main.485 %P 6000-6017 %0 Conference Proceedings %T Detecting Health Advice in Medical Research Literature %A Li, Yingya %A Wang, Jun %A Yu, Bei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-detecting %R 10.18653/v1/2021.emnlp-main.486 %U https://aclanthology.org/2021.emnlp-main.486 %U https://doi.org/10.18653/v1/2021.emnlp-main.486 %P 6018-6029 %0 Conference Proceedings %T A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading %A Li, Zhaohui %A Tomar, Yajur %A Passonneau, Rebecca J. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-semantic %R 10.18653/v1/2021.emnlp-main.487 %U https://aclanthology.org/2021.emnlp-main.487 %U https://doi.org/10.18653/v1/2021.emnlp-main.487 %P 6030-6040 %0 Conference Proceedings %T Evaluating Scholarly Impact: Towards Content-Aware Bibliometrics %A Manchanda, Saurav %A Karypis, George %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F manchanda-karypis-2021-evaluating %R 10.18653/v1/2021.emnlp-main.488 %U https://aclanthology.org/2021.emnlp-main.488 %U https://doi.org/10.18653/v1/2021.emnlp-main.488 %P 6041-6053 %0 Conference Proceedings %T A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems %A Park, Sunghyun %A Li, Han %A Patel, Ameen %A Mudgal, Sidharth %A Lee, Sungjin %A Kim, Young-Bum %A Matsoukas, Spyros %A Sarikaya, Ruhi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F park-etal-2021-scalable %R 10.18653/v1/2021.emnlp-main.489 %U https://aclanthology.org/2021.emnlp-main.489 %U https://doi.org/10.18653/v1/2021.emnlp-main.489 %P 6054-6063 %0 Conference Proceedings %T Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension %A Inoue, Naoya %A Trivedi, Harsh %A Sinha, Steven %A Balasubramanian, Niranjan %A Inui, Kentaro %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F inoue-etal-2021-summarize %R 10.18653/v1/2021.emnlp-main.490 %U https://aclanthology.org/2021.emnlp-main.490 %U https://doi.org/10.18653/v1/2021.emnlp-main.490 %P 6064-6080 %0 Conference Proceedings %T FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models %A Chada, Rakesh %A Natarajan, Pradeep %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chada-natarajan-2021-fewshotqa %R 10.18653/v1/2021.emnlp-main.491 %U https://aclanthology.org/2021.emnlp-main.491 %U https://doi.org/10.18653/v1/2021.emnlp-main.491 %P 6081-6090 %0 Conference Proceedings %T Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval %A Lu, Jing %A Hernandez Abrego, Gustavo %A Ma, Ji %A Ni, Jianmo %A Yang, Yinfei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lu-etal-2021-multi %R 10.18653/v1/2021.emnlp-main.492 %U https://aclanthology.org/2021.emnlp-main.492 %U https://doi.org/10.18653/v1/2021.emnlp-main.492 %P 6091-6103 %0 Conference Proceedings %T Perhaps PTLMs Should Go to School – A Task to Assess Open Book and Closed Book QA %A Ciosici, Manuel %A Cecil, Joe %A Lee, Dong-Ho %A Hedges, Alex %A Freedman, Marjorie %A Weischedel, Ralph %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ciosici-etal-2021-perhaps %R 10.18653/v1/2021.emnlp-main.493 %U https://aclanthology.org/2021.emnlp-main.493 %U https://doi.org/10.18653/v1/2021.emnlp-main.493 %P 6104-6111 %0 Conference Proceedings %T ReasonBERT: Pre-trained to Reason with Distant Supervision %A Deng, Xiang %A Su, Yu %A Lees, Alyssa %A Wu, You %A Yu, Cong %A Sun, Huan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F deng-etal-2021-reasonbert %R 10.18653/v1/2021.emnlp-main.494 %U https://aclanthology.org/2021.emnlp-main.494 %U https://doi.org/10.18653/v1/2021.emnlp-main.494 %P 6112-6127 %0 Conference Proceedings %T Single-dataset Experts for Multi-dataset Question Answering %A Friedman, Dan %A Dodge, Ben %A Chen, Danqi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F friedman-etal-2021-single %R 10.18653/v1/2021.emnlp-main.495 %U https://aclanthology.org/2021.emnlp-main.495 %U https://doi.org/10.18653/v1/2021.emnlp-main.495 %P 6128-6137 %0 Conference Proceedings %T Simple Entity-Centric Questions Challenge Dense Retrievers %A Sciavolino, Christopher %A Zhong, Zexuan %A Lee, Jinhyuk %A Chen, Danqi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sciavolino-etal-2021-simple %R 10.18653/v1/2021.emnlp-main.496 %U https://aclanthology.org/2021.emnlp-main.496 %U https://doi.org/10.18653/v1/2021.emnlp-main.496 %P 6138-6148 %0 Conference Proceedings %T Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization %A Ni, Ansong %A Gardner, Matt %A Dasigi, Pradeep %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ni-etal-2021-mitigating %R 10.18653/v1/2021.emnlp-main.497 %U https://aclanthology.org/2021.emnlp-main.497 %U https://doi.org/10.18653/v1/2021.emnlp-main.497 %P 6149-6161 %0 Conference Proceedings %T MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents %A Feng, Song %A Patel, Siva Sankalp %A Wan, Hui %A Joshi, Sachindra %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F feng-etal-2021-multidoc2dial %R 10.18653/v1/2021.emnlp-main.498 %U https://aclanthology.org/2021.emnlp-main.498 %U https://doi.org/10.18653/v1/2021.emnlp-main.498 %P 6162-6176 %0 Conference Proceedings %T GupShup: Summarizing Open-Domain Code-Switched Conversations %A Mehnaz, Laiba %A Mahata, Debanjan %A Gosangi, Rakesh %A Gunturi, Uma Sushmitha %A Jain, Riya %A Gupta, Gauri %A Kumar, Amardeep %A Lee, Isabelle G. %A Acharya, Anish %A Shah, Rajiv Ratn %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mehnaz-etal-2021-gupshup %R 10.18653/v1/2021.emnlp-main.499 %U https://aclanthology.org/2021.emnlp-main.499 %U https://doi.org/10.18653/v1/2021.emnlp-main.499 %P 6177-6192 %0 Conference Proceedings %T BiSECT: Learning to Split and Rephrase Sentences with Bitexts %A Kim, Joongwon %A Maddela, Mounica %A Kriz, Reno %A Xu, Wei %A Callison-Burch, Chris %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kim-etal-2021-bisect %R 10.18653/v1/2021.emnlp-main.500 %U https://aclanthology.org/2021.emnlp-main.500 %U https://doi.org/10.18653/v1/2021.emnlp-main.500 %P 6193-6209 %0 Conference Proceedings %T Data Collection vs. Knowledge Graph Completion: What is Needed to Improve Coverage? %A Church, Kenneth %A Bian, Yuchen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F church-bian-2021-data %R 10.18653/v1/2021.emnlp-main.501 %U https://aclanthology.org/2021.emnlp-main.501 %U https://doi.org/10.18653/v1/2021.emnlp-main.501 %P 6210-6215 %0 Conference Proceedings %T Universal Sentence Representation Learning with Conditional Masked Language Model %A Yang, Ziyi %A Yang, Yinfei %A Cer, Daniel %A Law, Jax %A Darve, Eric %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yang-etal-2021-universal %R 10.18653/v1/2021.emnlp-main.502 %U https://aclanthology.org/2021.emnlp-main.502 %U https://doi.org/10.18653/v1/2021.emnlp-main.502 %P 6216-6228 %0 Conference Proceedings %T On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling %A Zhang, Zhisong %A Strubell, Emma %A Hovy, Eduard %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-benefit %R 10.18653/v1/2021.emnlp-main.503 %U https://aclanthology.org/2021.emnlp-main.503 %U https://doi.org/10.18653/v1/2021.emnlp-main.503 %P 6229-6246 %0 Conference Proceedings %T Implicit Premise Generation with Discourse-aware Commonsense Knowledge Models %A Chakrabarty, Tuhin %A Trivedi, Aadit %A Muresan, Smaranda %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chakrabarty-etal-2021-implicit %R 10.18653/v1/2021.emnlp-main.504 %U https://aclanthology.org/2021.emnlp-main.504 %U https://doi.org/10.18653/v1/2021.emnlp-main.504 %P 6247-6252 %0 Conference Proceedings %T Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks %A Jiang, Yichen %A Bansal, Mohit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jiang-bansal-2021-inducing %R 10.18653/v1/2021.emnlp-main.505 %U https://aclanthology.org/2021.emnlp-main.505 %U https://doi.org/10.18653/v1/2021.emnlp-main.505 %P 6253-6265 %0 Conference Proceedings %T Flexible Generation of Natural Language Deductions %A Bostrom, Kaj %A Zhao, Xinyu %A Chaudhuri, Swarat %A Durrett, Greg %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bostrom-etal-2021-flexible %R 10.18653/v1/2021.emnlp-main.506 %U https://aclanthology.org/2021.emnlp-main.506 %U https://doi.org/10.18653/v1/2021.emnlp-main.506 %P 6266-6278 %0 Conference Proceedings %T Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing %A Zhou, Jiawei %A Naseem, Tahira %A Fernandez Astudillo, Ramón %A Lee, Young-Suk %A Florian, Radu %A Roukos, Salim %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-etal-2021-structure %R 10.18653/v1/2021.emnlp-main.507 %U https://aclanthology.org/2021.emnlp-main.507 %U https://doi.org/10.18653/v1/2021.emnlp-main.507 %P 6279-6290 %0 Conference Proceedings %T Think about it! Improving defeasible reasoning by first modeling the question scenario. %A Madaan, Aman %A Tandon, Niket %A Rajagopal, Dheeraj %A Clark, Peter %A Yang, Yiming %A Hovy, Eduard %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F madaan-etal-2021-think %R 10.18653/v1/2021.emnlp-main.508 %U https://aclanthology.org/2021.emnlp-main.508 %U https://doi.org/10.18653/v1/2021.emnlp-main.508 %P 6291-6310 %0 Conference Proceedings %T Open Aspect Target Sentiment Classification with Natural Language Prompts %A Seoh, Ronald %A Birle, Ian %A Tak, Mrinal %A Chang, Haw-Shiuan %A Pinette, Brian %A Hough, Alfred %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F seoh-etal-2021-open %R 10.18653/v1/2021.emnlp-main.509 %U https://aclanthology.org/2021.emnlp-main.509 %U https://doi.org/10.18653/v1/2021.emnlp-main.509 %P 6311-6322 %0 Conference Proceedings %T Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica %A Hayati, Shirley Anugrah %A Kang, Dongyeop %A Ungar, Lyle %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hayati-etal-2021-bert %R 10.18653/v1/2021.emnlp-main.510 %U https://aclanthology.org/2021.emnlp-main.510 %U https://doi.org/10.18653/v1/2021.emnlp-main.510 %P 6323-6331 %0 Conference Proceedings %T Improving Stance Detection with Multi-Dataset Learning and Knowledge Distillation %A Li, Yingjie %A Zhao, Chenye %A Caragea, Cornelia %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-improving-stance %R 10.18653/v1/2021.emnlp-main.511 %U https://aclanthology.org/2021.emnlp-main.511 %U https://doi.org/10.18653/v1/2021.emnlp-main.511 %P 6332-6345 %0 Conference Proceedings %T Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering %A Kil, Jihyung %A Zhang, Cheng %A Xuan, Dong %A Chao, Wei-Lun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kil-etal-2021-discovering %R 10.18653/v1/2021.emnlp-main.512 %U https://aclanthology.org/2021.emnlp-main.512 %U https://doi.org/10.18653/v1/2021.emnlp-main.512 %P 6346-6361 %0 Conference Proceedings %T Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding %A Dou, Zi-Yi %A Peng, Nanyun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dou-peng-2021-improving %R 10.18653/v1/2021.emnlp-main.513 %U https://aclanthology.org/2021.emnlp-main.513 %U https://doi.org/10.18653/v1/2021.emnlp-main.513 %P 6362-6371 %0 Conference Proceedings %T Sequential Randomized Smoothing for Adversarially Robust Speech Recognition %A Olivier, Raphael %A Raj, Bhiksha %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F olivier-raj-2021-sequential %R 10.18653/v1/2021.emnlp-main.514 %U https://aclanthology.org/2021.emnlp-main.514 %U https://doi.org/10.18653/v1/2021.emnlp-main.514 %P 6372-6386 %0 Conference Proceedings %T Hitting your MARQ: Multimodal ARgument Quality Assessment in Long Debate Video %A Hasan, Md Kamrul %A Spann, James %A Hasan, Masum %A Islam, Md Saiful %A Haut, Kurtis %A Mihalcea, Rada %A Hoque, Ehsan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hasan-etal-2021-hitting %R 10.18653/v1/2021.emnlp-main.515 %U https://aclanthology.org/2021.emnlp-main.515 %U https://doi.org/10.18653/v1/2021.emnlp-main.515 %P 6387-6397 %0 Conference Proceedings %T Mind the Context: The Impact of Contextualization in Neural Module Networks for Grounding Visual Referring Expressions %A Akula, Arjun %A Gella, Spandana %A Wang, Keze %A Zhu, Song-Chun %A Reddy, Siva %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F akula-etal-2021-mind %R 10.18653/v1/2021.emnlp-main.516 %U https://aclanthology.org/2021.emnlp-main.516 %U https://doi.org/10.18653/v1/2021.emnlp-main.516 %P 6398-6416 %0 Conference Proceedings %T Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering %A Luo, Man %A Zeng, Yankai %A Banerjee, Pratyay %A Baral, Chitta %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F luo-etal-2021-weakly %R 10.18653/v1/2021.emnlp-main.517 %U https://aclanthology.org/2021.emnlp-main.517 %U https://doi.org/10.18653/v1/2021.emnlp-main.517 %P 6417-6431 %0 Conference Proceedings %T NDH-Full: Learning and Evaluating Navigational Agents on Full-Length Dialogue %A Kim, Hyounghun %A Li, Jialu %A Bansal, Mohit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kim-etal-2021-ndh %R 10.18653/v1/2021.emnlp-main.518 %U https://aclanthology.org/2021.emnlp-main.518 %U https://doi.org/10.18653/v1/2021.emnlp-main.518 %P 6432-6442 %0 Conference Proceedings %T Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport %A Li, Manling %A Ma, Tengfei %A Yu, Mo %A Wu, Lingfei %A Gao, Tian %A Ji, Heng %A McKeown, Kathleen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-timeline %R 10.18653/v1/2021.emnlp-main.519 %U https://aclanthology.org/2021.emnlp-main.519 %U https://doi.org/10.18653/v1/2021.emnlp-main.519 %P 6443-6456 %0 Conference Proceedings %T StreamHover: Livestream Transcript Summarization and Annotation %A Cho, Sangwoo %A Dernoncourt, Franck %A Ganter, Tim %A Bui, Trung %A Lipka, Nedim %A Chang, Walter %A Jin, Hailin %A Brandt, Jonathan %A Foroosh, Hassan %A Liu, Fei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F cho-etal-2021-streamhover %R 10.18653/v1/2021.emnlp-main.520 %U https://aclanthology.org/2021.emnlp-main.520 %U https://doi.org/10.18653/v1/2021.emnlp-main.520 %P 6457-6474 %0 Conference Proceedings %T Cross-Register Projection for Headline Part of Speech Tagging %A Benton, Adrian %A Li, Hanyang %A Malioutov, Igor %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F benton-etal-2021-cross %R 10.18653/v1/2021.emnlp-main.521 %U https://aclanthology.org/2021.emnlp-main.521 %U https://doi.org/10.18653/v1/2021.emnlp-main.521 %P 6475-6490 %0 Conference Proceedings %T Editing Factual Knowledge in Language Models %A De Cao, Nicola %A Aziz, Wilker %A Titov, Ivan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F de-cao-etal-2021-editing %R 10.18653/v1/2021.emnlp-main.522 %U https://aclanthology.org/2021.emnlp-main.522 %U https://doi.org/10.18653/v1/2021.emnlp-main.522 %P 6491-6506 %0 Conference Proceedings %T Sparse Attention with Linear Units %A Zhang, Biao %A Titov, Ivan %A Sennrich, Rico %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-sparse %R 10.18653/v1/2021.emnlp-main.523 %U https://aclanthology.org/2021.emnlp-main.523 %U https://doi.org/10.18653/v1/2021.emnlp-main.523 %P 6507-6520 %0 Conference Proceedings %T Knowledge Base Completion Meets Transfer Learning %A Kocijan, Vid %A Lukasiewicz, Thomas %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kocijan-lukasiewicz-2021-knowledge %R 10.18653/v1/2021.emnlp-main.524 %U https://aclanthology.org/2021.emnlp-main.524 %U https://doi.org/10.18653/v1/2021.emnlp-main.524 %P 6521-6533 %0 Conference Proceedings %T SPECTRA: Sparse Structured Text Rationalization %A Guerreiro, Nuno M. %A Martins, André F. T. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F guerreiro-martins-2021-spectra %R 10.18653/v1/2021.emnlp-main.525 %U https://aclanthology.org/2021.emnlp-main.525 %U https://doi.org/10.18653/v1/2021.emnlp-main.525 %P 6534-6550 %0 Conference Proceedings %T Towards Zero-Shot Knowledge Distillation for Natural Language Processing %A Rashid, Ahmad %A Lioutas, Vasileios %A Ghaddar, Abbas %A Rezagholizadeh, Mehdi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F rashid-etal-2021-towards %R 10.18653/v1/2021.emnlp-main.526 %U https://aclanthology.org/2021.emnlp-main.526 %U https://doi.org/10.18653/v1/2021.emnlp-main.526 %P 6551-6561 %0 Conference Proceedings %T Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach %A Zuo, Simiao %A Liang, Chen %A Jiang, Haoming %A Liu, Xiaodong %A He, Pengcheng %A Gao, Jianfeng %A Chen, Weizhu %A Zhao, Tuo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zuo-etal-2021-adversarial %R 10.18653/v1/2021.emnlp-main.527 %U https://aclanthology.org/2021.emnlp-main.527 %U https://doi.org/10.18653/v1/2021.emnlp-main.527 %P 6562-6577 %0 Conference Proceedings %T Aspect-Controllable Opinion Summarization %A Amplayo, Reinald Kim %A Angelidis, Stefanos %A Lapata, Mirella %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F amplayo-etal-2021-aspect %R 10.18653/v1/2021.emnlp-main.528 %U https://aclanthology.org/2021.emnlp-main.528 %U https://doi.org/10.18653/v1/2021.emnlp-main.528 %P 6578-6593 %0 Conference Proceedings %T QuestEval: Summarization Asks for Fact-based Evaluation %A Scialom, Thomas %A Dray, Paul-Alexis %A Lamprier, Sylvain %A Piwowarski, Benjamin %A Staiano, Jacopo %A Wang, Alex %A Gallinari, Patrick %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F scialom-etal-2021-questeval %R 10.18653/v1/2021.emnlp-main.529 %U https://aclanthology.org/2021.emnlp-main.529 %U https://doi.org/10.18653/v1/2021.emnlp-main.529 %P 6594-6604 %0 Conference Proceedings %T Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization %A Chen, Jiaao %A Yang, Diyi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-yang-2021-simple %R 10.18653/v1/2021.emnlp-main.530 %U https://aclanthology.org/2021.emnlp-main.530 %U https://doi.org/10.18653/v1/2021.emnlp-main.530 %P 6605-6616 %0 Conference Proceedings %T Finding a Balanced Degree of Automation for Summary Evaluation %A Zhang, Shiyue %A Bansal, Mohit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-bansal-2021-finding %R 10.18653/v1/2021.emnlp-main.531 %U https://aclanthology.org/2021.emnlp-main.531 %U https://doi.org/10.18653/v1/2021.emnlp-main.531 %P 6617-6632 %0 Conference Proceedings %T CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization %A Cao, Shuyang %A Wang, Lu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F cao-wang-2021-cliff %R 10.18653/v1/2021.emnlp-main.532 %U https://aclanthology.org/2021.emnlp-main.532 %U https://doi.org/10.18653/v1/2021.emnlp-main.532 %P 6633-6649 %0 Conference Proceedings %T Multilingual Unsupervised Neural Machine Translation with Denoising Adapters %A Üstün, Ahmet %A Berard, Alexandre %A Besacier, Laurent %A Gallé, Matthias %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ustun-etal-2021-multilingual %R 10.18653/v1/2021.emnlp-main.533 %U https://aclanthology.org/2021.emnlp-main.533 %U https://doi.org/10.18653/v1/2021.emnlp-main.533 %P 6650-6662 %0 Conference Proceedings %T BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation %A Xu, Haoran %A Van Durme, Benjamin %A Murray, Kenton %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xu-etal-2021-bert %R 10.18653/v1/2021.emnlp-main.534 %U https://aclanthology.org/2021.emnlp-main.534 %U https://doi.org/10.18653/v1/2021.emnlp-main.534 %P 6663-6675 %0 Conference Proceedings %T Controlling Machine Translation for Multiple Attributes with Additive Interventions %A Schioppa, Andrea %A Vilar, David %A Sokolov, Artem %A Filippova, Katja %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F schioppa-etal-2021-controlling %R 10.18653/v1/2021.emnlp-main.535 %U https://aclanthology.org/2021.emnlp-main.535 %U https://doi.org/10.18653/v1/2021.emnlp-main.535 %P 6676-6696 %0 Conference Proceedings %T A Generative Framework for Simultaneous Machine Translation %A Miao, Yishu %A Blunsom, Phil %A Specia, Lucia %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F miao-etal-2021-generative %R 10.18653/v1/2021.emnlp-main.536 %U https://aclanthology.org/2021.emnlp-main.536 %U https://doi.org/10.18653/v1/2021.emnlp-main.536 %P 6697-6706 %0 Conference Proceedings %T It Is Not As Good As You Think! Evaluating Simultaneous Machine Translation on Interpretation Data %A Zhao, Jinming %A Arthur, Philip %A Haffari, Gholamreza %A Cohn, Trevor %A Shareghi, Ehsan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhao-etal-2021-good %R 10.18653/v1/2021.emnlp-main.537 %U https://aclanthology.org/2021.emnlp-main.537 %U https://doi.org/10.18653/v1/2021.emnlp-main.537 %P 6707-6715 %0 Conference Proceedings %T Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation %A Xu, Liyan %A Zhang, Xuchao %A Zhao, Xujiang %A Chen, Haifeng %A Chen, Feng %A Choi, Jinho D. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xu-etal-2021-boosting %R 10.18653/v1/2021.emnlp-main.538 %U https://aclanthology.org/2021.emnlp-main.538 %U https://doi.org/10.18653/v1/2021.emnlp-main.538 %P 6716-6723 %0 Conference Proceedings %T Levenshtein Training for Word-level Quality Estimation %A Ding, Shuoyang %A Junczys-Dowmunt, Marcin %A Post, Matt %A Koehn, Philipp %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ding-etal-2021-levenshtein %R 10.18653/v1/2021.emnlp-main.539 %U https://aclanthology.org/2021.emnlp-main.539 %U https://doi.org/10.18653/v1/2021.emnlp-main.539 %P 6724-6733 %0 Conference Proceedings %T Interactive Machine Comprehension with Dynamic Knowledge Graphs %A Yuan, Xingdi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yuan-2021-interactive %R 10.18653/v1/2021.emnlp-main.540 %U https://aclanthology.org/2021.emnlp-main.540 %U https://doi.org/10.18653/v1/2021.emnlp-main.540 %P 6734-6750 %0 Conference Proceedings %T Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech %A Tomanek, Katrin %A Zayats, Vicky %A Padfield, Dirk %A Vaillancourt, Kara %A Biadsy, Fadi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F tomanek-etal-2021-residual %R 10.18653/v1/2021.emnlp-main.541 %U https://aclanthology.org/2021.emnlp-main.541 %U https://doi.org/10.18653/v1/2021.emnlp-main.541 %P 6751-6760 %0 Conference Proceedings %T Visual News: Benchmark and Challenges in News Image Captioning %A Liu, Fuxiao %A Wang, Yinghan %A Wang, Tianlu %A Ordonez, Vicente %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-visual %R 10.18653/v1/2021.emnlp-main.542 %U https://aclanthology.org/2021.emnlp-main.542 %U https://doi.org/10.18653/v1/2021.emnlp-main.542 %P 6761-6771 %0 Conference Proceedings %T Integrating Visuospatial, Linguistic, and Commonsense Structure into Story Visualization %A Maharana, Adyasha %A Bansal, Mohit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F maharana-bansal-2021-integrating %R 10.18653/v1/2021.emnlp-main.543 %U https://aclanthology.org/2021.emnlp-main.543 %U https://doi.org/10.18653/v1/2021.emnlp-main.543 %P 6772-6786 %0 Conference Proceedings %T VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding %A Xu, Hu %A Ghosh, Gargi %A Huang, Po-Yao %A Okhonko, Dmytro %A Aghajanyan, Armen %A Metze, Florian %A Zettlemoyer, Luke %A Feichtenhofer, Christoph %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xu-etal-2021-videoclip %R 10.18653/v1/2021.emnlp-main.544 %U https://aclanthology.org/2021.emnlp-main.544 %U https://doi.org/10.18653/v1/2021.emnlp-main.544 %P 6787-6800 %0 Conference Proceedings %T NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media %A Luo, Grace %A Darrell, Trevor %A Rohrbach, Anna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F luo-etal-2021-newsclippings %R 10.18653/v1/2021.emnlp-main.545 %U https://aclanthology.org/2021.emnlp-main.545 %U https://doi.org/10.18653/v1/2021.emnlp-main.545 %P 6801-6817 %0 Conference Proceedings %T Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer %A Li, Zeyu %A Qin, Yilong %A Liu, Zihan %A Wang, Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-powering %R 10.18653/v1/2021.emnlp-main.546 %U https://aclanthology.org/2021.emnlp-main.546 %U https://doi.org/10.18653/v1/2021.emnlp-main.546 %P 6818-6830 %0 Conference Proceedings %T Tribrid: Stance Classification with Neural Inconsistency Detection %A Yang, Song %A Urbani, Jacopo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yang-urbani-2021-tribrid %R 10.18653/v1/2021.emnlp-main.547 %U https://aclanthology.org/2021.emnlp-main.547 %U https://doi.org/10.18653/v1/2021.emnlp-main.547 %P 6831-6843 %0 Conference Proceedings %T SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant Analysis %A Maneriker, Pranav %A He, Yuntian %A Parthasarathy, Srinivasan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F maneriker-etal-2021-sysml %R 10.18653/v1/2021.emnlp-main.548 %U https://aclanthology.org/2021.emnlp-main.548 %U https://doi.org/10.18653/v1/2021.emnlp-main.548 %P 6844-6857 %0 Conference Proceedings %T Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks %A Guibon, Gaël %A Labeau, Matthieu %A Flamein, Hélène %A Lefeuvre, Luce %A Clavel, Chloé %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F guibon-etal-2021-shot %R 10.18653/v1/2021.emnlp-main.549 %U https://aclanthology.org/2021.emnlp-main.549 %U https://doi.org/10.18653/v1/2021.emnlp-main.549 %P 6858-6870 %0 Conference Proceedings %T CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks %A Ke, Zixuan %A Liu, Bing %A Xu, Hu %A Shu, Lei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ke-etal-2021-classic %R 10.18653/v1/2021.emnlp-main.550 %U https://aclanthology.org/2021.emnlp-main.550 %U https://doi.org/10.18653/v1/2021.emnlp-main.550 %P 6871-6883 %0 Conference Proceedings %T Implicit Sentiment Analysis with Event-centered Text Representation %A Zhou, Deyu %A Wang, Jianan %A Zhang, Linhai %A He, Yulan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-etal-2021-implicit %R 10.18653/v1/2021.emnlp-main.551 %U https://aclanthology.org/2021.emnlp-main.551 %U https://doi.org/10.18653/v1/2021.emnlp-main.551 %P 6884-6893 %0 Conference Proceedings %T SimCSE: Simple Contrastive Learning of Sentence Embeddings %A Gao, Tianyu %A Yao, Xingcheng %A Chen, Danqi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gao-etal-2021-simcse %R 10.18653/v1/2021.emnlp-main.552 %U https://aclanthology.org/2021.emnlp-main.552 %U https://doi.org/10.18653/v1/2021.emnlp-main.552 %P 6894-6910 %0 Conference Proceedings %T When is Wall a Pared and when a Muro?: Extracting Rules Governing Lexical Selection %A Chaudhary, Aditi %A Yin, Kayo %A Anastasopoulos, Antonios %A Neubig, Graham %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chaudhary-etal-2021-wall %R 10.18653/v1/2021.emnlp-main.553 %U https://aclanthology.org/2021.emnlp-main.553 %U https://doi.org/10.18653/v1/2021.emnlp-main.553 %P 6911-6929 %0 Conference Proceedings %T Aligning Actions Across Recipe Graphs %A Donatelli, Lucia %A Schmidt, Theresa %A Biswas, Debanjali %A Köhn, Arne %A Zhai, Fangzhou %A Koller, Alexander %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F donatelli-etal-2021-aligning %R 10.18653/v1/2021.emnlp-main.554 %U https://aclanthology.org/2021.emnlp-main.554 %U https://doi.org/10.18653/v1/2021.emnlp-main.554 %P 6930-6942 %0 Conference Proceedings %T Generating Datasets with Pretrained Language Models %A Schick, Timo %A Schütze, Hinrich %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F schick-schutze-2021-generating %R 10.18653/v1/2021.emnlp-main.555 %U https://aclanthology.org/2021.emnlp-main.555 %U https://doi.org/10.18653/v1/2021.emnlp-main.555 %P 6943-6951 %0 Conference Proceedings %T Continuous Entailment Patterns for Lexical Inference in Context %A Schmitt, Martin %A Schütze, Hinrich %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F schmitt-schutze-2021-continuous %R 10.18653/v1/2021.emnlp-main.556 %U https://aclanthology.org/2021.emnlp-main.556 %U https://doi.org/10.18653/v1/2021.emnlp-main.556 %P 6952-6959 %0 Conference Proceedings %T Numeracy enhances the Literacy of Language Models %A Thawani, Avijit %A Pujara, Jay %A Ilievski, Filip %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F thawani-etal-2021-numeracy %R 10.18653/v1/2021.emnlp-main.557 %U https://aclanthology.org/2021.emnlp-main.557 %U https://doi.org/10.18653/v1/2021.emnlp-main.557 %P 6960-6967 %0 Conference Proceedings %T Students Who Study Together Learn Better: On the Importance of Collective Knowledge Distillation for Domain Transfer in Fact Verification %A Mithun, Mitch Paul %A Suntwal, Sandeep %A Surdeanu, Mihai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mithun-etal-2021-students %R 10.18653/v1/2021.emnlp-main.558 %U https://aclanthology.org/2021.emnlp-main.558 %U https://doi.org/10.18653/v1/2021.emnlp-main.558 %P 6968-6973 %0 Conference Proceedings %T MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer %A Chalkidis, Ilias %A Fergadiotis, Manos %A Androutsopoulos, Ion %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chalkidis-etal-2021-multieurlex %R 10.18653/v1/2021.emnlp-main.559 %U https://aclanthology.org/2021.emnlp-main.559 %U https://doi.org/10.18653/v1/2021.emnlp-main.559 %P 6974-6996 %0 Conference Proceedings %T Joint Passage Ranking for Diverse Multi-Answer Retrieval %A Min, Sewon %A Lee, Kenton %A Chang, Ming-Wei %A Toutanova, Kristina %A Hajishirzi, Hannaneh %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F min-etal-2021-joint %R 10.18653/v1/2021.emnlp-main.560 %U https://aclanthology.org/2021.emnlp-main.560 %U https://doi.org/10.18653/v1/2021.emnlp-main.560 %P 6997-7008 %0 Conference Proceedings %T Generative Context Pair Selection for Multi-hop Question Answering %A Dua, Dheeru %A Nogueira dos Santos, Cicero %A Ng, Patrick %A Athiwaratkun, Ben %A Xiang, Bing %A Gardner, Matt %A Singh, Sameer %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dua-etal-2021-generative %R 10.18653/v1/2021.emnlp-main.561 %U https://aclanthology.org/2021.emnlp-main.561 %U https://doi.org/10.18653/v1/2021.emnlp-main.561 %P 7009-7015 %0 Conference Proceedings %T Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering %A Riabi, Arij %A Scialom, Thomas %A Keraron, Rachel %A Sagot, Benoît %A Seddah, Djamé %A Staiano, Jacopo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F riabi-etal-2021-synthetic %R 10.18653/v1/2021.emnlp-main.562 %U https://aclanthology.org/2021.emnlp-main.562 %U https://doi.org/10.18653/v1/2021.emnlp-main.562 %P 7016-7030 %0 Conference Proceedings %T Have You Seen That Number? Investigating Extrapolation in Question Answering Models %A Kim, Jeonghwan %A Hong, Giwon %A Kim, Kyung-min %A Kang, Junmo %A Myaeng, Sung-Hyon %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kim-etal-2021-seen %R 10.18653/v1/2021.emnlp-main.563 %U https://aclanthology.org/2021.emnlp-main.563 %U https://doi.org/10.18653/v1/2021.emnlp-main.563 %P 7031-7037 %0 Conference Proceedings %T Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right %A Holtzman, Ari %A West, Peter %A Shwartz, Vered %A Choi, Yejin %A Zettlemoyer, Luke %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F holtzman-etal-2021-surface %R 10.18653/v1/2021.emnlp-main.564 %U https://aclanthology.org/2021.emnlp-main.564 %U https://doi.org/10.18653/v1/2021.emnlp-main.564 %P 7038-7051 %0 Conference Proceedings %T Entity-Based Knowledge Conflicts in Question Answering %A Longpre, Shayne %A Perisetla, Kartik %A Chen, Anthony %A Ramesh, Nikhil %A DuBois, Chris %A Singh, Sameer %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F longpre-etal-2021-entity %R 10.18653/v1/2021.emnlp-main.565 %U https://aclanthology.org/2021.emnlp-main.565 %U https://doi.org/10.18653/v1/2021.emnlp-main.565 %P 7052-7063 %0 Conference Proceedings %T Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval %A Kulshreshtha, Devang %A Belfer, Robert %A Serban, Iulian Vlad %A Reddy, Siva %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kulshreshtha-etal-2021-back %R 10.18653/v1/2021.emnlp-main.566 %U https://aclanthology.org/2021.emnlp-main.566 %U https://doi.org/10.18653/v1/2021.emnlp-main.566 %P 7064-7078 %0 Conference Proceedings %T DWUG: A large Resource of Diachronic Word Usage Graphs in Four Languages %A Schlechtweg, Dominik %A Tahmasebi, Nina %A Hengchen, Simon %A Dubossarsky, Haim %A McGillivray, Barbara %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F schlechtweg-etal-2021-dwug %R 10.18653/v1/2021.emnlp-main.567 %U https://aclanthology.org/2021.emnlp-main.567 %U https://doi.org/10.18653/v1/2021.emnlp-main.567 %P 7079-7091 %0 Conference Proceedings %T I Wish I Would Have Loved This One, But I Didn’t – A Multilingual Dataset for Counterfactual Detection in Product Review %A O’Neill, James %A Rozenshtein, Polina %A Kiryo, Ryuichi %A Kubota, Motoko %A Bollegala, Danushka %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F oneill-etal-2021-wish %R 10.18653/v1/2021.emnlp-main.568 %U https://aclanthology.org/2021.emnlp-main.568 %U https://doi.org/10.18653/v1/2021.emnlp-main.568 %P 7092-7108 %0 Conference Proceedings %T Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework %A Wegmann, Anna %A Nguyen, Dong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wegmann-nguyen-2021-capture %R 10.18653/v1/2021.emnlp-main.569 %U https://aclanthology.org/2021.emnlp-main.569 %U https://doi.org/10.18653/v1/2021.emnlp-main.569 %P 7109-7130 %0 Conference Proceedings %T Evaluating the Morphosyntactic Well-formedness of Generated Texts %A Pratapa, Adithya %A Anastasopoulos, Antonios %A Rijhwani, Shruti %A Chaudhary, Aditi %A Mortensen, David R. %A Neubig, Graham %A Tsvetkov, Yulia %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pratapa-etal-2021-evaluating %R 10.18653/v1/2021.emnlp-main.570 %U https://aclanthology.org/2021.emnlp-main.570 %U https://doi.org/10.18653/v1/2021.emnlp-main.570 %P 7131-7150 %0 Conference Proceedings %T AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples %A Liu, Qianchu %A Ponti, Edoardo Maria %A McCarthy, Diana %A Vulić, Ivan %A Korhonen, Anna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-am2ico %R 10.18653/v1/2021.emnlp-main.571 %U https://aclanthology.org/2021.emnlp-main.571 %U https://doi.org/10.18653/v1/2021.emnlp-main.571 %P 7151-7162 %0 Conference Proceedings %T CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP %A Ye, Qinyuan %A Lin, Bill Yuchen %A Ren, Xiang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ye-etal-2021-crossfit %R 10.18653/v1/2021.emnlp-main.572 %U https://aclanthology.org/2021.emnlp-main.572 %U https://doi.org/10.18653/v1/2021.emnlp-main.572 %P 7163-7189 %0 Conference Proceedings %T On the Influence of Masking Policies in Intermediate Pre-training %A Ye, Qinyuan %A Li, Belinda Z. %A Wang, Sinong %A Bolte, Benjamin %A Ma, Hao %A Yih, Wen-tau %A Ren, Xiang %A Khabsa, Madian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ye-etal-2021-influence %R 10.18653/v1/2021.emnlp-main.573 %U https://aclanthology.org/2021.emnlp-main.573 %U https://doi.org/10.18653/v1/2021.emnlp-main.573 %P 7190-7202 %0 Conference Proceedings %T ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries %A Toney, Autumn %A Caliskan, Aylin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F toney-caliskan-2021-valnorm %R 10.18653/v1/2021.emnlp-main.574 %U https://aclanthology.org/2021.emnlp-main.574 %U https://doi.org/10.18653/v1/2021.emnlp-main.574 %P 7203-7218 %0 Conference Proceedings %T Perturbation CheckLists for Evaluating NLG Evaluation Metrics %A Sai, Ananya B. %A Dixit, Tanay %A Sheth, Dev Yashpal %A Mohan, Sreyas %A Khapra, Mitesh M. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sai-etal-2021-perturbation %R 10.18653/v1/2021.emnlp-main.575 %U https://aclanthology.org/2021.emnlp-main.575 %U https://doi.org/10.18653/v1/2021.emnlp-main.575 %P 7219-7234 %0 Conference Proceedings %T Robust Open-Vocabulary Translation from Visual Text Representations %A Salesky, Elizabeth %A Etter, David %A Post, Matt %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F salesky-etal-2021-robust %R 10.18653/v1/2021.emnlp-main.576 %U https://aclanthology.org/2021.emnlp-main.576 %U https://doi.org/10.18653/v1/2021.emnlp-main.576 %P 7235-7252 %0 Conference Proceedings %T Don’t Go Far Off: An Empirical Study on Neural Poetry Translation %A Chakrabarty, Tuhin %A Saakyan, Arkadiy %A Muresan, Smaranda %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chakrabarty-etal-2021-dont %R 10.18653/v1/2021.emnlp-main.577 %U https://aclanthology.org/2021.emnlp-main.577 %U https://doi.org/10.18653/v1/2021.emnlp-main.577 %P 7253-7265 %0 Conference Proceedings %T Improving Multilingual Translation by Representation and Gradient Regularization %A Yang, Yilin %A Eriguchi, Akiko %A Muzio, Alexandre %A Tadepalli, Prasad %A Lee, Stefan %A Hassan, Hany %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yang-etal-2021-improving-multilingual %R 10.18653/v1/2021.emnlp-main.578 %U https://aclanthology.org/2021.emnlp-main.578 %U https://doi.org/10.18653/v1/2021.emnlp-main.578 %P 7266-7279 %0 Conference Proceedings %T Learning Kernel-Smoothed Machine Translation with Retrieved Examples %A Jiang, Qingnan %A Wang, Mingxuan %A Cao, Jun %A Cheng, Shanbo %A Huang, Shujian %A Li, Lei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jiang-etal-2021-learning %R 10.18653/v1/2021.emnlp-main.579 %U https://aclanthology.org/2021.emnlp-main.579 %U https://doi.org/10.18653/v1/2021.emnlp-main.579 %P 7280-7290 %0 Conference Proceedings %T Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training %A Wu, Minghao %A Li, Yitong %A Zhang, Meng %A Li, Liangyou %A Haffari, Gholamreza %A Liu, Qun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wu-etal-2021-uncertainty %R 10.18653/v1/2021.emnlp-main.580 %U https://aclanthology.org/2021.emnlp-main.580 %U https://doi.org/10.18653/v1/2021.emnlp-main.580 %P 7291-7305 %0 Conference Proceedings %T Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy %A Zhang, Shaolei %A Feng, Yang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-feng-2021-universal %R 10.18653/v1/2021.emnlp-main.581 %U https://aclanthology.org/2021.emnlp-main.581 %U https://doi.org/10.18653/v1/2021.emnlp-main.581 %P 7306-7317 %0 Conference Proceedings %T How much coffee was consumed during EMNLP 2019? Fermi Problems: A New Reasoning Challenge for AI %A Kalyan, Ashwin %A Kumar, Abhinav %A Chandrasekaran, Arjun %A Sabharwal, Ashish %A Clark, Peter %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kalyan-etal-2021-much %R 10.18653/v1/2021.emnlp-main.582 %U https://aclanthology.org/2021.emnlp-main.582 %U https://doi.org/10.18653/v1/2021.emnlp-main.582 %P 7318-7328 %0 Conference Proceedings %T Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering %A Garg, Siddhant %A Moschitti, Alessandro %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F garg-moschitti-2021-will %R 10.18653/v1/2021.emnlp-main.583 %U https://aclanthology.org/2021.emnlp-main.583 %U https://doi.org/10.18653/v1/2021.emnlp-main.583 %P 7329-7346 %0 Conference Proceedings %T Learning with Instance Bundles for Reading Comprehension %A Dua, Dheeru %A Dasigi, Pradeep %A Singh, Sameer %A Gardner, Matt %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dua-etal-2021-learning %R 10.18653/v1/2021.emnlp-main.584 %U https://aclanthology.org/2021.emnlp-main.584 %U https://doi.org/10.18653/v1/2021.emnlp-main.584 %P 7347-7357 %0 Conference Proceedings %T Explaining Answers with Entailment Trees %A Dalvi, Bhavana %A Jansen, Peter %A Tafjord, Oyvind %A Xie, Zhengnan %A Smith, Hannah %A Pipatanangkura, Leighanna %A Clark, Peter %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dalvi-etal-2021-explaining %R 10.18653/v1/2021.emnlp-main.585 %U https://aclanthology.org/2021.emnlp-main.585 %U https://doi.org/10.18653/v1/2021.emnlp-main.585 %P 7358-7370 %0 Conference Proceedings %T SituatedQA: Incorporating Extra-Linguistic Contexts into QA %A Zhang, Michael %A Choi, Eunsol %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-choi-2021-situatedqa %R 10.18653/v1/2021.emnlp-main.586 %U https://aclanthology.org/2021.emnlp-main.586 %U https://doi.org/10.18653/v1/2021.emnlp-main.586 %P 7371-7387 %0 Conference Proceedings %T ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Abuse Detection in Conversational AI %A Cercas Curry, Amanda %A Abercrombie, Gavin %A Rieser, Verena %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F cercas-curry-etal-2021-convabuse %R 10.18653/v1/2021.emnlp-main.587 %U https://aclanthology.org/2021.emnlp-main.587 %U https://doi.org/10.18653/v1/2021.emnlp-main.587 %P 7388-7403 %0 Conference Proceedings %T Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules %A Arabshahi, Forough %A Lee, Jennifer %A Bosselut, Antoine %A Choi, Yejin %A Mitchell, Tom %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F arabshahi-etal-2021-conversational %R 10.18653/v1/2021.emnlp-main.588 %U https://aclanthology.org/2021.emnlp-main.588 %U https://doi.org/10.18653/v1/2021.emnlp-main.588 %P 7404-7418 %0 Conference Proceedings %T Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach %A Jiang, Haoming %A Dai, Bo %A Yang, Mengjiao %A Zhao, Tuo %A Wei, Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jiang-etal-2021-towards %R 10.18653/v1/2021.emnlp-main.589 %U https://aclanthology.org/2021.emnlp-main.589 %U https://doi.org/10.18653/v1/2021.emnlp-main.589 %P 7419-7451 %0 Conference Proceedings %T Continual Learning in Task-Oriented Dialogue Systems %A Madotto, Andrea %A Lin, Zhaojiang %A Zhou, Zhenpeng %A Moon, Seungwhan %A Crook, Paul %A Liu, Bing %A Yu, Zhou %A Cho, Eunjoon %A Fung, Pascale %A Wang, Zhiguang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F madotto-etal-2021-continual %R 10.18653/v1/2021.emnlp-main.590 %U https://aclanthology.org/2021.emnlp-main.590 %U https://doi.org/10.18653/v1/2021.emnlp-main.590 %P 7452-7467 %0 Conference Proceedings %T Multilingual and Cross-Lingual Intent Detection from Spoken Data %A Gerz, Daniela %A Su, Pei-Hao %A Kusztos, Razvan %A Mondal, Avishek %A Lis, Michał %A Singhal, Eshan %A Mrkšić, Nikola %A Wen, Tsung-Hsien %A Vulić, Ivan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gerz-etal-2021-multilingual %R 10.18653/v1/2021.emnlp-main.591 %U https://aclanthology.org/2021.emnlp-main.591 %U https://doi.org/10.18653/v1/2021.emnlp-main.591 %P 7468-7475 %0 Conference Proceedings %T Investigating Robustness of Dialog Models to Popular Figurative Language Constructs %A Jhamtani, Harsh %A Gangal, Varun %A Hovy, Eduard %A Berg-Kirkpatrick, Taylor %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jhamtani-etal-2021-investigating %R 10.18653/v1/2021.emnlp-main.592 %U https://aclanthology.org/2021.emnlp-main.592 %U https://doi.org/10.18653/v1/2021.emnlp-main.592 %P 7476-7485 %0 Conference Proceedings %T Effective Sequence-to-Sequence Dialogue State Tracking %A Zhao, Jeffrey %A Mahdieh, Mahdis %A Zhang, Ye %A Cao, Yuan %A Wu, Yonghui %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhao-etal-2021-effective-sequence %R 10.18653/v1/2021.emnlp-main.593 %U https://aclanthology.org/2021.emnlp-main.593 %U https://doi.org/10.18653/v1/2021.emnlp-main.593 %P 7486-7493 %0 Conference Proceedings %T MS\²: Multi-Document Summarization of Medical Studies %A DeYoung, Jay %A Beltagy, Iz %A van Zuylen, Madeleine %A Kuehl, Bailey %A Wang, Lucy Lu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F deyoung-etal-2021-ms %R 10.18653/v1/2021.emnlp-main.594 %U https://aclanthology.org/2021.emnlp-main.594 %U https://doi.org/10.18653/v1/2021.emnlp-main.594 %P 7494-7513 %0 Conference Proceedings %T CLIPScore: A Reference-free Evaluation Metric for Image Captioning %A Hessel, Jack %A Holtzman, Ari %A Forbes, Maxwell %A Le Bras, Ronan %A Choi, Yejin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hessel-etal-2021-clipscore %R 10.18653/v1/2021.emnlp-main.595 %U https://aclanthology.org/2021.emnlp-main.595 %U https://doi.org/10.18653/v1/2021.emnlp-main.595 %P 7514-7528 %0 Conference Proceedings %T On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings %A Jansen, Peter %A Smith, Kelly J. %A Moreno, Dan %A Ortiz, Huitzilin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jansen-etal-2021-challenges %R 10.18653/v1/2021.emnlp-main.596 %U https://aclanthology.org/2021.emnlp-main.596 %U https://doi.org/10.18653/v1/2021.emnlp-main.596 %P 7529-7542 %0 Conference Proceedings %T ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations %A Han, Rujun %A Hsu, I-Hung %A Sun, Jiao %A Baylon, Julia %A Ning, Qiang %A Roth, Dan %A Peng, Nanyun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F han-etal-2021-ester %R 10.18653/v1/2021.emnlp-main.597 %U https://aclanthology.org/2021.emnlp-main.597 %U https://doi.org/10.18653/v1/2021.emnlp-main.597 %P 7543-7559 %0 Conference Proceedings %T RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms %A Zhou, Pei %A Khanna, Rahul %A Lee, Seyeon %A Lin, Bill Yuchen %A Ho, Daniel %A Pujara, Jay %A Ren, Xiang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhou-etal-2021-rica %R 10.18653/v1/2021.emnlp-main.598 %U https://aclanthology.org/2021.emnlp-main.598 %U https://doi.org/10.18653/v1/2021.emnlp-main.598 %P 7560-7579 %0 Conference Proceedings %T Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation %A Deng, Mingkai %A Tan, Bowen %A Liu, Zhengzhong %A Xing, Eric %A Hu, Zhiting %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F deng-etal-2021-compression %R 10.18653/v1/2021.emnlp-main.599 %U https://aclanthology.org/2021.emnlp-main.599 %U https://doi.org/10.18653/v1/2021.emnlp-main.599 %P 7580-7605 %0 Conference Proceedings %T MATE: Multi-view Attention for Table Transformer Efficiency %A Eisenschlos, Julian %A Gor, Maharshi %A Müller, Thomas %A Cohen, William %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F eisenschlos-etal-2021-mate %R 10.18653/v1/2021.emnlp-main.600 %U https://aclanthology.org/2021.emnlp-main.600 %U https://doi.org/10.18653/v1/2021.emnlp-main.600 %P 7606-7619 %0 Conference Proceedings %T Learning with Different Amounts of Annotation: From Zero to Many Labels %A Zhang, Shujian %A Gong, Chengyue %A Choi, Eunsol %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-learning-different %R 10.18653/v1/2021.emnlp-main.601 %U https://aclanthology.org/2021.emnlp-main.601 %U https://doi.org/10.18653/v1/2021.emnlp-main.601 %P 7620-7632 %0 Conference Proceedings %T When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute %A Lei, Tao %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lei-2021-attention %R 10.18653/v1/2021.emnlp-main.602 %U https://aclanthology.org/2021.emnlp-main.602 %U https://doi.org/10.18653/v1/2021.emnlp-main.602 %P 7633-7648 %0 Conference Proceedings %T Universal-KD: Attention-based Output-Grounded Intermediate Layer Knowledge Distillation %A Wu, Yimeng %A Rezagholizadeh, Mehdi %A Ghaddar, Abbas %A Haidar, Md Akmal %A Ghodsi, Ali %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wu-etal-2021-universal %R 10.18653/v1/2021.emnlp-main.603 %U https://aclanthology.org/2021.emnlp-main.603 %U https://doi.org/10.18653/v1/2021.emnlp-main.603 %P 7649-7661 %0 Conference Proceedings %T Highly Parallel Autoregressive Entity Linking with Discriminative Correction %A De Cao, Nicola %A Aziz, Wilker %A Titov, Ivan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F de-cao-etal-2021-highly %R 10.18653/v1/2021.emnlp-main.604 %U https://aclanthology.org/2021.emnlp-main.604 %U https://doi.org/10.18653/v1/2021.emnlp-main.604 %P 7662-7669 %0 Conference Proceedings %T Word-Level Coreference Resolution %A Dobrovolskii, Vladimir %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dobrovolskii-2021-word %R 10.18653/v1/2021.emnlp-main.605 %U https://aclanthology.org/2021.emnlp-main.605 %U https://doi.org/10.18653/v1/2021.emnlp-main.605 %P 7670-7675 %0 Conference Proceedings %T A Secure and Efficient Federated Learning Framework for NLP %A Wang, Chenghong %A Deng, Jieren %A Meng, Xianrui %A Wang, Yijue %A Li, Ji %A Lin, Sheng %A Han, Shuo %A Miao, Fei %A Rajasekaran, Sanguthevar %A Ding, Caiwen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-secure %R 10.18653/v1/2021.emnlp-main.606 %U https://aclanthology.org/2021.emnlp-main.606 %U https://doi.org/10.18653/v1/2021.emnlp-main.606 %P 7676-7682 %0 Conference Proceedings %T Controllable Semantic Parsing via Retrieval Augmentation %A Pasupat, Panupong %A Zhang, Yuan %A Guu, Kelvin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pasupat-etal-2021-controllable %R 10.18653/v1/2021.emnlp-main.607 %U https://aclanthology.org/2021.emnlp-main.607 %U https://doi.org/10.18653/v1/2021.emnlp-main.607 %P 7683-7698 %0 Conference Proceedings %T Constrained Language Models Yield Few-Shot Semantic Parsers %A Shin, Richard %A Lin, Christopher %A Thomson, Sam %A Chen, Charles %A Roy, Subhro %A Platanios, Emmanouil Antonios %A Pauls, Adam %A Klein, Dan %A Eisner, Jason %A Van Durme, Benjamin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F shin-etal-2021-constrained %R 10.18653/v1/2021.emnlp-main.608 %U https://aclanthology.org/2021.emnlp-main.608 %U https://doi.org/10.18653/v1/2021.emnlp-main.608 %P 7699-7715 %0 Conference Proceedings %T ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning %A Saha, Swarnadeep %A Yadav, Prateek %A Bauer, Lisa %A Bansal, Mohit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F saha-etal-2021-explagraphs %R 10.18653/v1/2021.emnlp-main.609 %U https://aclanthology.org/2021.emnlp-main.609 %U https://doi.org/10.18653/v1/2021.emnlp-main.609 %P 7716-7740 %0 Conference Proceedings %T Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories %A Yao, Wenlin %A Pan, Xiaoman %A Jin, Lifeng %A Chen, Jianshu %A Yu, Dian %A Yu, Dong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yao-etal-2021-connect %R 10.18653/v1/2021.emnlp-main.610 %U https://aclanthology.org/2021.emnlp-main.610 %U https://doi.org/10.18653/v1/2021.emnlp-main.610 %P 7741-7751 %0 Conference Proceedings %T LM-Critic: Language Models for Unsupervised Grammatical Error Correction %A Yasunaga, Michihiro %A Leskovec, Jure %A Liang, Percy %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yasunaga-etal-2021-lm %R 10.18653/v1/2021.emnlp-main.611 %U https://aclanthology.org/2021.emnlp-main.611 %U https://doi.org/10.18653/v1/2021.emnlp-main.611 %P 7752-7763 %0 Conference Proceedings %T Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation %A Tiyajamorn, Nattapong %A Kajiwara, Tomoyuki %A Arase, Yuki %A Onizuka, Makoto %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F tiyajamorn-etal-2021-language %R 10.18653/v1/2021.emnlp-main.612 %U https://aclanthology.org/2021.emnlp-main.612 %U https://doi.org/10.18653/v1/2021.emnlp-main.612 %P 7764-7774 %0 Conference Proceedings %T Classifying Dyads for Militarized Conflict Analysis %A Stoehr, Niklas %A Torroba Hennigen, Lucas %A Ahbab, Samin %A West, Robert %A Cotterell, Ryan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F stoehr-etal-2021-classifying %R 10.18653/v1/2021.emnlp-main.613 %U https://aclanthology.org/2021.emnlp-main.613 %U https://doi.org/10.18653/v1/2021.emnlp-main.613 %P 7775-7784 %0 Conference Proceedings %T Point-of-Interest Type Prediction using Text and Images %A Sánchez Villegas, Danae %A Aletras, Nikolaos %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sanchez-villegas-aletras-2021-point %R 10.18653/v1/2021.emnlp-main.614 %U https://aclanthology.org/2021.emnlp-main.614 %U https://doi.org/10.18653/v1/2021.emnlp-main.614 %P 7785-7797 %0 Conference Proceedings %T Come hither or go away? Recognising pre-electoral coalition signals in the news %A Rehbein, Ines %A Ponzetto, Simone Paolo %A Adendorf, Anna %A Bahnsen, Oke %A Stoetzer, Lukas %A Stuckenschmidt, Heiner %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F rehbein-etal-2021-come %R 10.18653/v1/2021.emnlp-main.615 %U https://aclanthology.org/2021.emnlp-main.615 %U https://doi.org/10.18653/v1/2021.emnlp-main.615 %P 7798-7810 %0 Conference Proceedings %T #HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention %A Zhang, Yuji %A Zhang, Yubo %A Xu, Chunpu %A Li, Jing %A Jiang, Ziyan %A Peng, Baolin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-howyoutagtweets %R 10.18653/v1/2021.emnlp-main.616 %U https://aclanthology.org/2021.emnlp-main.616 %U https://doi.org/10.18653/v1/2021.emnlp-main.616 %P 7811-7820 %0 Conference Proceedings %T Learning Neural Templates for Recommender Dialogue System %A Liang, Zujie %A Hu, Huang %A Xu, Can %A Miao, Jian %A He, Yingying %A Chen, Yining %A Geng, Xiubo %A Liang, Fan %A Jiang, Daxin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liang-etal-2021-learning-neural %R 10.18653/v1/2021.emnlp-main.617 %U https://aclanthology.org/2021.emnlp-main.617 %U https://doi.org/10.18653/v1/2021.emnlp-main.617 %P 7821-7833 %0 Conference Proceedings %T Proxy Indicators for the Quality of Open-domain Dialogues %A Nedelchev, Rostislav %A Lehmann, Jens %A Usbeck, Ricardo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F nedelchev-etal-2021-proxy %R 10.18653/v1/2021.emnlp-main.618 %U https://aclanthology.org/2021.emnlp-main.618 %U https://doi.org/10.18653/v1/2021.emnlp-main.618 %P 7834-7855 %0 Conference Proceedings %T Q²: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering %A Honovich, Or %A Choshen, Leshem %A Aharoni, Roee %A Neeman, Ella %A Szpektor, Idan %A Abend, Omri %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F honovich-etal-2021-q2 %R 10.18653/v1/2021.emnlp-main.619 %U https://aclanthology.org/2021.emnlp-main.619 %U https://doi.org/10.18653/v1/2021.emnlp-main.619 %P 7856-7870 %0 Conference Proceedings %T Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking %A Lin, Weizhe %A Tseng, Bo-Hsiang %A Byrne, Bill %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lin-etal-2021-knowledge %R 10.18653/v1/2021.emnlp-main.620 %U https://aclanthology.org/2021.emnlp-main.620 %U https://doi.org/10.18653/v1/2021.emnlp-main.620 %P 7871-7881 %0 Conference Proceedings %T A Collaborative Multi-agent Reinforcement Learning Framework for Dialog Action Decomposition %A Wang, Huimin %A Wong, Kam-Fai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-wong-2021-collaborative %R 10.18653/v1/2021.emnlp-main.621 %U https://aclanthology.org/2021.emnlp-main.621 %U https://doi.org/10.18653/v1/2021.emnlp-main.621 %P 7882-7889 %0 Conference Proceedings %T Zero-Shot Dialogue State Tracking via Cross-Task Transfer %A Lin, Zhaojiang %A Liu, Bing %A Madotto, Andrea %A Moon, Seungwhan %A Zhou, Zhenpeng %A Crook, Paul %A Wang, Zhiguang %A Yu, Zhou %A Cho, Eunjoon %A Subba, Rajen %A Fung, Pascale %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lin-etal-2021-zero %R 10.18653/v1/2021.emnlp-main.622 %U https://aclanthology.org/2021.emnlp-main.622 %U https://doi.org/10.18653/v1/2021.emnlp-main.622 %P 7890-7900 %0 Conference Proceedings %T Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance %A van Niekerk, Carel %A Malinin, Andrey %A Geishauser, Christian %A Heck, Michael %A Lin, Hsien-chin %A Lubis, Nurul %A Feng, Shutong %A Gasic, Milica %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F van-niekerk-etal-2021-uncertainty %R 10.18653/v1/2021.emnlp-main.623 %U https://aclanthology.org/2021.emnlp-main.623 %U https://doi.org/10.18653/v1/2021.emnlp-main.623 %P 7901-7914 %0 Conference Proceedings %T Dynamic Forecasting of Conversation Derailment %A Kementchedjhieva, Yova %A Søgaard, Anders %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kementchedjhieva-sogaard-2021-dynamic %R 10.18653/v1/2021.emnlp-main.624 %U https://aclanthology.org/2021.emnlp-main.624 %U https://doi.org/10.18653/v1/2021.emnlp-main.624 %P 7915-7919 %0 Conference Proceedings %T A Semantic Filter Based on Relations for Knowledge Graph Completion %A Liang, Zongwei %A Yang, Junan %A Liu, Hui %A Huang, Keju %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liang-etal-2021-semantic %R 10.18653/v1/2021.emnlp-main.625 %U https://aclanthology.org/2021.emnlp-main.625 %U https://doi.org/10.18653/v1/2021.emnlp-main.625 %P 7920-7929 %0 Conference Proceedings %T AdapterDrop: On the Efficiency of Adapters in Transformers %A Rücklé, Andreas %A Geigle, Gregor %A Glockner, Max %A Beck, Tilman %A Pfeiffer, Jonas %A Reimers, Nils %A Gurevych, Iryna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ruckle-etal-2021-adapterdrop %R 10.18653/v1/2021.emnlp-main.626 %U https://aclanthology.org/2021.emnlp-main.626 %U https://doi.org/10.18653/v1/2021.emnlp-main.626 %P 7930-7946 %0 Conference Proceedings %T Understanding and Overcoming the Challenges of Efficient Transformer Quantization %A Bondarenko, Yelysei %A Nagel, Markus %A Blankevoort, Tijmen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bondarenko-etal-2021-understanding %R 10.18653/v1/2021.emnlp-main.627 %U https://aclanthology.org/2021.emnlp-main.627 %U https://doi.org/10.18653/v1/2021.emnlp-main.627 %P 7947-7969 %0 Conference Proceedings %T CAPE: Context-Aware Private Embeddings for Private Language Learning %A Plant, Richard %A Gkatzia, Dimitra %A Giuffrida, Valerio %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F plant-etal-2021-cape %R 10.18653/v1/2021.emnlp-main.628 %U https://aclanthology.org/2021.emnlp-main.628 %U https://doi.org/10.18653/v1/2021.emnlp-main.628 %P 7970-7978 %0 Conference Proceedings %T Text Detoxification using Large Pre-trained Neural Models %A Dale, David %A Voronov, Anton %A Dementieva, Daryna %A Logacheva, Varvara %A Kozlova, Olga %A Semenov, Nikita %A Panchenko, Alexander %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dale-etal-2021-text %R 10.18653/v1/2021.emnlp-main.629 %U https://aclanthology.org/2021.emnlp-main.629 %U https://doi.org/10.18653/v1/2021.emnlp-main.629 %P 7979-7996 %0 Conference Proceedings %T Document-Level Text Simplification: Dataset, Criteria and Baseline %A Sun, Renliang %A Jin, Hanqi %A Wan, Xiaojun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sun-etal-2021-document %R 10.18653/v1/2021.emnlp-main.630 %U https://aclanthology.org/2021.emnlp-main.630 %U https://doi.org/10.18653/v1/2021.emnlp-main.630 %P 7997-8013 %0 Conference Proceedings %T A Bag of Tricks for Dialogue Summarization %A Khalifa, Muhammad %A Ballesteros, Miguel %A McKeown, Kathleen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F khalifa-etal-2021-bag %R 10.18653/v1/2021.emnlp-main.631 %U https://aclanthology.org/2021.emnlp-main.631 %U https://doi.org/10.18653/v1/2021.emnlp-main.631 %P 8014-8022 %0 Conference Proceedings %T Paraphrasing Compound Nominalizations %A Lee, John %A Lim, Ho Hung %A Webster, Carol %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lee-etal-2021-paraphrasing %R 10.18653/v1/2021.emnlp-main.632 %U https://aclanthology.org/2021.emnlp-main.632 %U https://doi.org/10.18653/v1/2021.emnlp-main.632 %P 8023-8028 %0 Conference Proceedings %T Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation %A Rebuffel, Clement %A Scialom, Thomas %A Soulier, Laure %A Piwowarski, Benjamin %A Lamprier, Sylvain %A Staiano, Jacopo %A Scoutheeten, Geoffrey %A Gallinari, Patrick %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F rebuffel-etal-2021-data %R 10.18653/v1/2021.emnlp-main.633 %U https://aclanthology.org/2021.emnlp-main.633 %U https://doi.org/10.18653/v1/2021.emnlp-main.633 %P 8029-8036 %0 Conference Proceedings %T Low-Rank Subspaces for Unsupervised Entity Linking %A Arora, Akhil %A Garcia-Duran, Alberto %A West, Robert %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F arora-etal-2021-low %R 10.18653/v1/2021.emnlp-main.634 %U https://aclanthology.org/2021.emnlp-main.634 %U https://doi.org/10.18653/v1/2021.emnlp-main.634 %P 8037-8054 %0 Conference Proceedings %T TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations %A Li, Xianming %A Luo, Xiaotian %A Dong, Chenghao %A Yang, Daichuan %A Luan, Beidi %A He, Zhen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-tdeer %R 10.18653/v1/2021.emnlp-main.635 %U https://aclanthology.org/2021.emnlp-main.635 %U https://doi.org/10.18653/v1/2021.emnlp-main.635 %P 8055-8064 %0 Conference Proceedings %T Extracting Event Temporal Relations via Hyperbolic Geometry %A Tan, Xingwei %A Pergola, Gabriele %A He, Yulan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F tan-etal-2021-extracting %R 10.18653/v1/2021.emnlp-main.636 %U https://aclanthology.org/2021.emnlp-main.636 %U https://doi.org/10.18653/v1/2021.emnlp-main.636 %P 8065-8077 %0 Conference Proceedings %T Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention %A Chen, Jiawei %A Lin, Hongyu %A Han, Xianpei %A Sun, Le %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-honey %R 10.18653/v1/2021.emnlp-main.637 %U https://aclanthology.org/2021.emnlp-main.637 %U https://doi.org/10.18653/v1/2021.emnlp-main.637 %P 8078-8088 %0 Conference Proceedings %T Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction %A Ushio, Asahi %A Liberatore, Federico %A Camacho-Collados, Jose %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ushio-etal-2021-back %R 10.18653/v1/2021.emnlp-main.638 %U https://aclanthology.org/2021.emnlp-main.638 %U https://doi.org/10.18653/v1/2021.emnlp-main.638 %P 8089-8103 %0 Conference Proceedings %T Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework %A Han, Zhen %A Zhang, Gengyuan %A Ma, Yunpu %A Tresp, Volker %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F han-etal-2021-time %R 10.18653/v1/2021.emnlp-main.639 %U https://aclanthology.org/2021.emnlp-main.639 %U https://doi.org/10.18653/v1/2021.emnlp-main.639 %P 8104-8118 %0 Conference Proceedings %T Matching-oriented Embedding Quantization For Ad-hoc Retrieval %A Xiao, Shitao %A Liu, Zheng %A Shao, Yingxia %A Lian, Defu %A Xie, Xing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xiao-etal-2021-matching %R 10.18653/v1/2021.emnlp-main.640 %U https://aclanthology.org/2021.emnlp-main.640 %U https://doi.org/10.18653/v1/2021.emnlp-main.640 %P 8119-8129 %0 Conference Proceedings %T Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement %A Hu, Mengting %A Guo, Honglei %A Zhao, Shiwan %A Gao, Hang %A Su, Zhong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hu-etal-2021-efficient %R 10.18653/v1/2021.emnlp-main.641 %U https://aclanthology.org/2021.emnlp-main.641 %U https://doi.org/10.18653/v1/2021.emnlp-main.641 %P 8130-8141 %0 Conference Proceedings %T Deep Attention Diffusion Graph Neural Networks for Text Classification %A Liu, Yonghao %A Guan, Renchu %A Giunchiglia, Fausto %A Liang, Yanchun %A Feng, Xiaoyue %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-deep %R 10.18653/v1/2021.emnlp-main.642 %U https://aclanthology.org/2021.emnlp-main.642 %U https://doi.org/10.18653/v1/2021.emnlp-main.642 %P 8142-8152 %0 Conference Proceedings %T Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution %A Huang, Yi %A Giledereli, Buse %A Köksal, Abdullatif %A Özgür, Arzucan %A Ozkirimli, Elif %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F huang-etal-2021-balancing %R 10.18653/v1/2021.emnlp-main.643 %U https://aclanthology.org/2021.emnlp-main.643 %U https://doi.org/10.18653/v1/2021.emnlp-main.643 %P 8153-8161 %0 Conference Proceedings %T Bayesian Topic Regression for Causal Inference %A Ahrens, Maximilian %A Ashwin, Julian %A Calliess, Jan-Peter %A Nguyen, Vu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ahrens-etal-2021-bayesian %R 10.18653/v1/2021.emnlp-main.644 %U https://aclanthology.org/2021.emnlp-main.644 %U https://doi.org/10.18653/v1/2021.emnlp-main.644 %P 8162-8188 %0 Conference Proceedings %T Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience %A Chrysostomou, George %A Aletras, Nikolaos %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chrysostomou-aletras-2021-enjoy %R 10.18653/v1/2021.emnlp-main.645 %U https://aclanthology.org/2021.emnlp-main.645 %U https://doi.org/10.18653/v1/2021.emnlp-main.645 %P 8189-8200 %0 Conference Proceedings %T What’s in Your Head? Emergent Behaviour in Multi-Task Transformer Models %A Geva, Mor %A Katz, Uri %A Ben-Arie, Aviv %A Berant, Jonathan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F geva-etal-2021-whats %R 10.18653/v1/2021.emnlp-main.646 %U https://aclanthology.org/2021.emnlp-main.646 %U https://doi.org/10.18653/v1/2021.emnlp-main.646 %P 8201-8215 %0 Conference Proceedings %T Don’t Search for a Search Method — Simple Heuristics Suffice for Adversarial Text Attacks %A Berger, Nathaniel %A Riezler, Stefan %A Ebert, Sebastian %A Sokolov, Artem %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F berger-etal-2021-dont %R 10.18653/v1/2021.emnlp-main.647 %U https://aclanthology.org/2021.emnlp-main.647 %U https://doi.org/10.18653/v1/2021.emnlp-main.647 %P 8216-8224 %0 Conference Proceedings %T Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods %A Bhardwaj, Peru %A Kelleher, John %A Costabello, Luca %A O’Sullivan, Declan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bhardwaj-etal-2021-adversarial %R 10.18653/v1/2021.emnlp-main.648 %U https://aclanthology.org/2021.emnlp-main.648 %U https://doi.org/10.18653/v1/2021.emnlp-main.648 %P 8225-8239 %0 Conference Proceedings %T Locke’s Holiday: Belief Bias in Machine Reading %A Søgaard, Anders %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sogaard-2021-lockes %R 10.18653/v1/2021.emnlp-main.649 %U https://aclanthology.org/2021.emnlp-main.649 %U https://doi.org/10.18653/v1/2021.emnlp-main.649 %P 8240-8245 %0 Conference Proceedings %T Sequence Length is a Domain: Length-based Overfitting in Transformer Models %A Varis, Dusan %A Bojar, Ondřej %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F varis-bojar-2021-sequence %R 10.18653/v1/2021.emnlp-main.650 %U https://aclanthology.org/2021.emnlp-main.650 %U https://doi.org/10.18653/v1/2021.emnlp-main.650 %P 8246-8257 %0 Conference Proceedings %T Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification %A Mozes, Maximilian %A Bartolo, Max %A Stenetorp, Pontus %A Kleinberg, Bennett %A Griffin, Lewis %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mozes-etal-2021-contrasting %R 10.18653/v1/2021.emnlp-main.651 %U https://aclanthology.org/2021.emnlp-main.651 %U https://doi.org/10.18653/v1/2021.emnlp-main.651 %P 8258-8270 %0 Conference Proceedings %T Is Information Density Uniform in Task-Oriented Dialogues? %A Giulianelli, Mario %A Sinclair, Arabella %A Fernández, Raquel %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F giulianelli-etal-2021-information %R 10.18653/v1/2021.emnlp-main.652 %U https://aclanthology.org/2021.emnlp-main.652 %U https://doi.org/10.18653/v1/2021.emnlp-main.652 %P 8271-8283 %0 Conference Proceedings %T On Homophony and Rényi Entropy %A Pimentel, Tiago %A Meister, Clara %A Teufel, Simone %A Cotterell, Ryan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pimentel-etal-2021-homophony %R 10.18653/v1/2021.emnlp-main.653 %U https://aclanthology.org/2021.emnlp-main.653 %U https://doi.org/10.18653/v1/2021.emnlp-main.653 %P 8284-8293 %0 Conference Proceedings %T Synthetic Textual Features for the Large-Scale Detection of Basic-level Categories in English and Mandarin %A Chen, Yiwen %A Teufel, Simone %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-teufel-2021-synthetic %R 10.18653/v1/2021.emnlp-main.654 %U https://aclanthology.org/2021.emnlp-main.654 %U https://doi.org/10.18653/v1/2021.emnlp-main.654 %P 8294-8305 %0 Conference Proceedings %T TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting %A Sun, Haohai %A Zhong, Jialun %A Ma, Yunpu %A Han, Zhen %A He, Kun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sun-etal-2021-timetraveler %R 10.18653/v1/2021.emnlp-main.655 %U https://aclanthology.org/2021.emnlp-main.655 %U https://doi.org/10.18653/v1/2021.emnlp-main.655 %P 8306-8319 %0 Conference Proceedings %T Code-switched inspired losses for spoken dialog representations %A Colombo, Pierre %A Chapuis, Emile %A Labeau, Matthieu %A Clavel, Chloé %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F colombo-etal-2021-code %R 10.18653/v1/2021.emnlp-main.656 %U https://aclanthology.org/2021.emnlp-main.656 %U https://doi.org/10.18653/v1/2021.emnlp-main.656 %P 8320-8337 %0 Conference Proceedings %T BiQUE: Biquaternionic Embeddings of Knowledge Graphs %A Guo, Jia %A Kok, Stanley %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F guo-kok-2021-bique %R 10.18653/v1/2021.emnlp-main.657 %U https://aclanthology.org/2021.emnlp-main.657 %U https://doi.org/10.18653/v1/2021.emnlp-main.657 %P 8338-8351 %0 Conference Proceedings %T Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs %A Han, Zhen %A Ding, Zifeng %A Ma, Yunpu %A Gu, Yujia %A Tresp, Volker %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F han-etal-2021-learning-neural %R 10.18653/v1/2021.emnlp-main.658 %U https://aclanthology.org/2021.emnlp-main.658 %U https://doi.org/10.18653/v1/2021.emnlp-main.658 %P 8352-8364 %0 Conference Proceedings %T RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models %A Yang, Wenkai %A Lin, Yankai %A Li, Peng %A Zhou, Jie %A Sun, Xu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yang-etal-2021-rap %R 10.18653/v1/2021.emnlp-main.659 %U https://aclanthology.org/2021.emnlp-main.659 %U https://doi.org/10.18653/v1/2021.emnlp-main.659 %P 8365-8381 %0 Conference Proceedings %T FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations %A Lange, Lukas %A Adel, Heike %A Strötgen, Jannik %A Klakow, Dietrich %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lange-etal-2021-fame %R 10.18653/v1/2021.emnlp-main.660 %U https://aclanthology.org/2021.emnlp-main.660 %U https://doi.org/10.18653/v1/2021.emnlp-main.660 %P 8382-8395 %0 Conference Proceedings %T A Strong Baseline for Query Efficient Attacks in a Black Box Setting %A Maheshwary, Rishabh %A Maheshwary, Saket %A Pudi, Vikram %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F maheshwary-etal-2021-strong %R 10.18653/v1/2021.emnlp-main.661 %U https://aclanthology.org/2021.emnlp-main.661 %U https://doi.org/10.18653/v1/2021.emnlp-main.661 %P 8396-8409 %0 Conference Proceedings %T Machine Translation Decoding beyond Beam Search %A Leblond, Rémi %A Alayrac, Jean-Baptiste %A Sifre, Laurent %A Pislar, Miruna %A Jean-Baptiste, Lespiau %A Antonoglou, Ioannis %A Simonyan, Karen %A Vinyals, Oriol %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F leblond-etal-2021-machine %R 10.18653/v1/2021.emnlp-main.662 %U https://aclanthology.org/2021.emnlp-main.662 %U https://doi.org/10.18653/v1/2021.emnlp-main.662 %P 8410-8434 %0 Conference Proceedings %T Document Graph for Neural Machine Translation %A Xu, Mingzhou %A Li, Liangyou %A Wong, Derek F. %A Liu, Qun %A Chao, Lidia S. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xu-etal-2021-document-graph %R 10.18653/v1/2021.emnlp-main.663 %U https://aclanthology.org/2021.emnlp-main.663 %U https://doi.org/10.18653/v1/2021.emnlp-main.663 %P 8435-8448 %0 Conference Proceedings %T An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation %A Raganato, Alessandro %A Vázquez, Raúl %A Creutz, Mathias %A Tiedemann, Jörg %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F raganato-etal-2021-empirical %R 10.18653/v1/2021.emnlp-main.664 %U https://aclanthology.org/2021.emnlp-main.664 %U https://doi.org/10.18653/v1/2021.emnlp-main.664 %P 8449-8456 %0 Conference Proceedings %T Graph Algorithms for Multiparallel Word Alignment %A ImaniGooghari, Ayyoob %A Jalili Sabet, Masoud %A Senel, Lutfi Kerem %A Dufter, Philipp %A Yvon, François %A Schütze, Hinrich %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F imanigooghari-etal-2021-graph %R 10.18653/v1/2021.emnlp-main.665 %U https://aclanthology.org/2021.emnlp-main.665 %U https://doi.org/10.18653/v1/2021.emnlp-main.665 %P 8457-8469 %0 Conference Proceedings %T Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation %A Hasler, Eva %A Domhan, Tobias %A Trenous, Jonay %A Tran, Ke %A Byrne, Bill %A Hieber, Felix %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hasler-etal-2021-improving %R 10.18653/v1/2021.emnlp-main.666 %U https://aclanthology.org/2021.emnlp-main.666 %U https://doi.org/10.18653/v1/2021.emnlp-main.666 %P 8470-8477 %0 Conference Proceedings %T Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT %A Voita, Elena %A Sennrich, Rico %A Titov, Ivan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F voita-etal-2021-language %R 10.18653/v1/2021.emnlp-main.667 %U https://aclanthology.org/2021.emnlp-main.667 %U https://doi.org/10.18653/v1/2021.emnlp-main.667 %P 8478-8491 %0 Conference Proceedings %T Effective Fine-Tuning Methods for Cross-lingual Adaptation %A Yu, Tao %A Joty, Shafiq %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yu-joty-2021-effective %R 10.18653/v1/2021.emnlp-main.668 %U https://aclanthology.org/2021.emnlp-main.668 %U https://doi.org/10.18653/v1/2021.emnlp-main.668 %P 8492-8501 %0 Conference Proceedings %T Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach %A Sánchez-Cartagena, Víctor M. %A Esplà-Gomis, Miquel %A Pérez-Ortiz, Juan Antonio %A Sánchez-Martínez, Felipe %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sanchez-cartagena-etal-2021-rethinking %R 10.18653/v1/2021.emnlp-main.669 %U https://aclanthology.org/2021.emnlp-main.669 %U https://doi.org/10.18653/v1/2021.emnlp-main.669 %P 8502-8516 %0 Conference Proceedings %T Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution %A Emelin, Denis %A Sennrich, Rico %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F emelin-sennrich-2021-wino %R 10.18653/v1/2021.emnlp-main.670 %U https://aclanthology.org/2021.emnlp-main.670 %U https://doi.org/10.18653/v1/2021.emnlp-main.670 %P 8517-8532 %0 Conference Proceedings %T One Source, Two Targets: Challenges and Rewards of Dual Decoding %A Xu, Jitao %A Yvon, François %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xu-yvon-2021-one %R 10.18653/v1/2021.emnlp-main.671 %U https://aclanthology.org/2021.emnlp-main.671 %U https://doi.org/10.18653/v1/2021.emnlp-main.671 %P 8533-8546 %0 Conference Proceedings %T Discrete and Soft Prompting for Multilingual Models %A Zhao, Mengjie %A Schütze, Hinrich %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhao-schutze-2021-discrete %R 10.18653/v1/2021.emnlp-main.672 %U https://aclanthology.org/2021.emnlp-main.672 %U https://doi.org/10.18653/v1/2021.emnlp-main.672 %P 8547-8555 %0 Conference Proceedings %T Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models %A Li, Jiaoda %A Ataman, Duygu %A Sennrich, Rico %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-vision %R 10.18653/v1/2021.emnlp-main.673 %U https://aclanthology.org/2021.emnlp-main.673 %U https://doi.org/10.18653/v1/2021.emnlp-main.673 %P 8556-8562 %0 Conference Proceedings %T Efficient Inference for Multilingual Neural Machine Translation %A Berard, Alexandre %A Lee, Dain %A Clinchant, Stephane %A Jung, Kweonwoo %A Nikoulina, Vassilina %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F berard-etal-2021-efficient %R 10.18653/v1/2021.emnlp-main.674 %U https://aclanthology.org/2021.emnlp-main.674 %U https://doi.org/10.18653/v1/2021.emnlp-main.674 %P 8563-8583 %0 Conference Proceedings %T Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages %A Dhamecha, Tejas %A Murthy, Rudra %A Bharadwaj, Samarth %A Sankaranarayanan, Karthik %A Bhattacharyya, Pushpak %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dhamecha-etal-2021-role %R 10.18653/v1/2021.emnlp-main.675 %U https://aclanthology.org/2021.emnlp-main.675 %U https://doi.org/10.18653/v1/2021.emnlp-main.675 %P 8584-8595 %0 Conference Proceedings %T Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification %A Pylypenko, Daria %A Amponsah-Kaakyire, Kwabena %A Dutta Chowdhury, Koel %A van Genabith, Josef %A España-Bonet, Cristina %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pylypenko-etal-2021-comparing %R 10.18653/v1/2021.emnlp-main.676 %U https://aclanthology.org/2021.emnlp-main.676 %U https://doi.org/10.18653/v1/2021.emnlp-main.676 %P 8596-8611 %0 Conference Proceedings %T Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation %A Provilkov, Ivan %A Malinin, Andrey %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F provilkov-malinin-2021-multi %R 10.18653/v1/2021.emnlp-main.677 %U https://aclanthology.org/2021.emnlp-main.677 %U https://doi.org/10.18653/v1/2021.emnlp-main.677 %P 8612-8621 %0 Conference Proceedings %T Cross-Policy Compliance Detection via Question Answering %A Saeidi, Marzieh %A Yazdani, Majid %A Vlachos, Andreas %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F saeidi-etal-2021-cross %R 10.18653/v1/2021.emnlp-main.678 %U https://aclanthology.org/2021.emnlp-main.678 %U https://doi.org/10.18653/v1/2021.emnlp-main.678 %P 8622-8632 %0 Conference Proceedings %T Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification %A Wang, Ran %A Su, Xi’ao %A Long, Siyu %A Dai, Xinyu %A Huang, Shujian %A Chen, Jiajun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-meta-lmtc %R 10.18653/v1/2021.emnlp-main.679 %U https://aclanthology.org/2021.emnlp-main.679 %U https://doi.org/10.18653/v1/2021.emnlp-main.679 %P 8633-8646 %0 Conference Proceedings %T Unsupervised Multi-View Post-OCR Error Correction With Language Models %A Gupta, Harsh %A Del Corro, Luciano %A Broscheit, Samuel %A Hoffart, Johannes %A Brenner, Eliot %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gupta-etal-2021-unsupervised-multi %R 10.18653/v1/2021.emnlp-main.680 %U https://aclanthology.org/2021.emnlp-main.680 %U https://doi.org/10.18653/v1/2021.emnlp-main.680 %P 8647-8652 %0 Conference Proceedings %T Parallel Refinements for Lexically Constrained Text Generation with BART %A He, Xingwei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F he-2021-parallel %R 10.18653/v1/2021.emnlp-main.681 %U https://aclanthology.org/2021.emnlp-main.681 %U https://doi.org/10.18653/v1/2021.emnlp-main.681 %P 8653-8666 %0 Conference Proceedings %T BERT-Beta: A Proactive Probabilistic Approach to Text Moderation %A Tan, Fei %A Hu, Yifan %A Yen, Kevin %A Hu, Changwei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F tan-etal-2021-bert %R 10.18653/v1/2021.emnlp-main.682 %U https://aclanthology.org/2021.emnlp-main.682 %U https://doi.org/10.18653/v1/2021.emnlp-main.682 %P 8667-8675 %0 Conference Proceedings %T STaCK: Sentence Ordering with Temporal Commonsense Knowledge %A Ghosal, Deepanway %A Majumder, Navonil %A Mihalcea, Rada %A Poria, Soujanya %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ghosal-etal-2021-stack %R 10.18653/v1/2021.emnlp-main.683 %U https://aclanthology.org/2021.emnlp-main.683 %U https://doi.org/10.18653/v1/2021.emnlp-main.683 %P 8676-8686 %0 Conference Proceedings %T Preventing Author Profiling through Zero-Shot Multilingual Back-Translation %A Adelani, David %A Zhang, Miaoran %A Shen, Xiaoyu %A Davody, Ali %A Kleinbauer, Thomas %A Klakow, Dietrich %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F adelani-etal-2021-preventing %R 10.18653/v1/2021.emnlp-main.684 %U https://aclanthology.org/2021.emnlp-main.684 %U https://doi.org/10.18653/v1/2021.emnlp-main.684 %P 8687-8695 %0 Conference Proceedings %T CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation %A Wang, Yue %A Wang, Weishi %A Joty, Shafiq %A Hoi, Steven C.H. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-codet5 %R 10.18653/v1/2021.emnlp-main.685 %U https://aclanthology.org/2021.emnlp-main.685 %U https://doi.org/10.18653/v1/2021.emnlp-main.685 %P 8696-8708 %0 Conference Proceedings %T Detect and Classify – Joint Span Detection and Classification for Health Outcomes %A Abaho, Micheal %A Bollegala, Danushka %A Williamson, Paula %A Dodd, Susanna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F abaho-etal-2021-detect %R 10.18653/v1/2021.emnlp-main.686 %U https://aclanthology.org/2021.emnlp-main.686 %U https://doi.org/10.18653/v1/2021.emnlp-main.686 %P 8709-8721 %0 Conference Proceedings %T Multi-Class Grammatical Error Detection for Correction: A Tale of Two Systems %A Yuan, Zheng %A Taslimipoor, Shiva %A Davis, Christopher %A Bryant, Christopher %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yuan-etal-2021-multi %R 10.18653/v1/2021.emnlp-main.687 %U https://aclanthology.org/2021.emnlp-main.687 %U https://doi.org/10.18653/v1/2021.emnlp-main.687 %P 8722-8736 %0 Conference Proceedings %T Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models %A Klein, Tassilo %A Nabi, Moin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F klein-nabi-2021-towards %R 10.18653/v1/2021.emnlp-main.688 %U https://aclanthology.org/2021.emnlp-main.688 %U https://doi.org/10.18653/v1/2021.emnlp-main.688 %P 8737-8743 %0 Conference Proceedings %T To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning %A Lange, Lukas %A Strötgen, Jannik %A Adel, Heike %A Klakow, Dietrich %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lange-etal-2021-share %R 10.18653/v1/2021.emnlp-main.689 %U https://aclanthology.org/2021.emnlp-main.689 %U https://doi.org/10.18653/v1/2021.emnlp-main.689 %P 8744-8753 %0 Conference Proceedings %T Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case %A Zhang, Jingqing %A Bolanos Trujillo, Luis %A Li, Tong %A Tanwar, Ashwani %A Freire, Guilherme %A Yang, Xian %A Ive, Julia %A Gupta, Vibhor %A Guo, Yike %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-self %R 10.18653/v1/2021.emnlp-main.690 %U https://aclanthology.org/2021.emnlp-main.690 %U https://doi.org/10.18653/v1/2021.emnlp-main.690 %P 8754-8769 %0 Conference Proceedings %T ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring %A Aggarwal, Vinay %A Garimella, Aparna %A Srinivasan, Balaji Vasan %A N, Anandhavelu %A Jain, Rajiv %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F aggarwal-etal-2021-clauserec %R 10.18653/v1/2021.emnlp-main.691 %U https://aclanthology.org/2021.emnlp-main.691 %U https://doi.org/10.18653/v1/2021.emnlp-main.691 %P 8770-8776 %0 Conference Proceedings %T Finnish Dialect Identification: The Effect of Audio and Text %A Hämäläinen, Mika %A Alnajjar, Khalid %A Partanen, Niko %A Rueter, Jack %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hamalainen-etal-2021-finnish %R 10.18653/v1/2021.emnlp-main.692 %U https://aclanthology.org/2021.emnlp-main.692 %U https://doi.org/10.18653/v1/2021.emnlp-main.692 %P 8777-8783 %0 Conference Proceedings %T English Machine Reading Comprehension Datasets: A Survey %A Dzendzik, Daria %A Foster, Jennifer %A Vogel, Carl %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dzendzik-etal-2021-english %R 10.18653/v1/2021.emnlp-main.693 %U https://aclanthology.org/2021.emnlp-main.693 %U https://doi.org/10.18653/v1/2021.emnlp-main.693 %P 8784-8804 %0 Conference Proceedings %T Expanding End-to-End Question Answering on Differentiable Knowledge Graphs with Intersection %A Sen, Priyanka %A Oliya, Armin %A Saffari, Amir %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sen-etal-2021-expanding %R 10.18653/v1/2021.emnlp-main.694 %U https://aclanthology.org/2021.emnlp-main.694 %U https://doi.org/10.18653/v1/2021.emnlp-main.694 %P 8805-8812 %0 Conference Proceedings %T Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs %A Marion, Pierre %A Nowak, Pawel %A Piccinno, Francesco %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F marion-etal-2021-structured %R 10.18653/v1/2021.emnlp-main.695 %U https://aclanthology.org/2021.emnlp-main.695 %U https://doi.org/10.18653/v1/2021.emnlp-main.695 %P 8813-8829 %0 Conference Proceedings %T Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation %A Bartolo, Max %A Thrush, Tristan %A Jia, Robin %A Riedel, Sebastian %A Stenetorp, Pontus %A Kiela, Douwe %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bartolo-etal-2021-improving %R 10.18653/v1/2021.emnlp-main.696 %U https://aclanthology.org/2021.emnlp-main.696 %U https://doi.org/10.18653/v1/2021.emnlp-main.696 %P 8830-8848 %0 Conference Proceedings %T BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief %A Kassner, Nora %A Tafjord, Oyvind %A Schütze, Hinrich %A Clark, Peter %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kassner-etal-2021-beliefbank %R 10.18653/v1/2021.emnlp-main.697 %U https://aclanthology.org/2021.emnlp-main.697 %U https://doi.org/10.18653/v1/2021.emnlp-main.697 %P 8849-8861 %0 Conference Proceedings %T MLEC-QA: A Chinese Multi-Choice Biomedical Question Answering Dataset %A Li, Jing %A Zhong, Shangping %A Chen, Kaizhi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F li-etal-2021-mlec %R 10.18653/v1/2021.emnlp-main.698 %U https://aclanthology.org/2021.emnlp-main.698 %U https://doi.org/10.18653/v1/2021.emnlp-main.698 %P 8862-8874 %0 Conference Proceedings %T IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation %A Cahyawijaya, Samuel %A Winata, Genta Indra %A Wilie, Bryan %A Vincentio, Karissa %A Li, Xiaohong %A Kuncoro, Adhiguna %A Ruder, Sebastian %A Lim, Zhi Yuan %A Bahar, Syafri %A Khodra, Masayu %A Purwarianti, Ayu %A Fung, Pascale %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F cahyawijaya-etal-2021-indonlg %R 10.18653/v1/2021.emnlp-main.699 %U https://aclanthology.org/2021.emnlp-main.699 %U https://doi.org/10.18653/v1/2021.emnlp-main.699 %P 8875-8898 %0 Conference Proceedings %T Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability %A Lv, Xin %A Cao, Yixin %A Hou, Lei %A Li, Juanzi %A Liu, Zhiyuan %A Zhang, Yichi %A Dai, Zelin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lv-etal-2021-multi %R 10.18653/v1/2021.emnlp-main.700 %U https://aclanthology.org/2021.emnlp-main.700 %U https://doi.org/10.18653/v1/2021.emnlp-main.700 %P 8899-8911 %0 Conference Proceedings %T Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors %A Kaster, Marvin %A Zhao, Wei %A Eger, Steffen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kaster-etal-2021-global %R 10.18653/v1/2021.emnlp-main.701 %U https://aclanthology.org/2021.emnlp-main.701 %U https://doi.org/10.18653/v1/2021.emnlp-main.701 %P 8912-8925 %0 Conference Proceedings %T Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization %A Gan, Yujian %A Chen, Xinyun %A Purver, Matthew %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gan-etal-2021-exploring %R 10.18653/v1/2021.emnlp-main.702 %U https://aclanthology.org/2021.emnlp-main.702 %U https://doi.org/10.18653/v1/2021.emnlp-main.702 %P 8926-8931 %0 Conference Proceedings %T What happens if you treat ordinal ratings as interval data? Human evaluations in NLP are even more under-powered than you think %A Howcroft, David M. %A Rieser, Verena %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F howcroft-rieser-2021-happens %R 10.18653/v1/2021.emnlp-main.703 %U https://aclanthology.org/2021.emnlp-main.703 %U https://doi.org/10.18653/v1/2021.emnlp-main.703 %P 8932-8939 %0 Conference Proceedings %T NeuTral Rewriter: A Rule-Based and Neural Approach to Automatic Rewriting into Gender Neutral Alternatives %A Vanmassenhove, Eva %A Emmery, Chris %A Shterionov, Dimitar %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F vanmassenhove-etal-2021-neutral %R 10.18653/v1/2021.emnlp-main.704 %U https://aclanthology.org/2021.emnlp-main.704 %U https://doi.org/10.18653/v1/2021.emnlp-main.704 %P 8940-8948 %0 Conference Proceedings %T Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset %A Fang, Tianqing %A Wang, Weiqi %A Choi, Sehyun %A Hao, Shibo %A Zhang, Hongming %A Song, Yangqiu %A He, Bin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F fang-etal-2021-benchmarking %R 10.18653/v1/2021.emnlp-main.705 %U https://aclanthology.org/2021.emnlp-main.705 %U https://doi.org/10.18653/v1/2021.emnlp-main.705 %P 8949-8964 %0 Conference Proceedings %T Enhancing the Context Representation in Similarity-based Word Sense Disambiguation %A Wang, Ming %A Zhang, Jianzhang %A Wang, Yinglin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-enhancing-context %R 10.18653/v1/2021.emnlp-main.706 %U https://aclanthology.org/2021.emnlp-main.706 %U https://doi.org/10.18653/v1/2021.emnlp-main.706 %P 8965-8973 %0 Conference Proceedings %T Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing %A Wu, Kun %A Wang, Lijie %A Li, Zhenghua %A Zhang, Ao %A Xiao, Xinyan %A Wu, Hua %A Zhang, Min %A Wang, Haifeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wu-etal-2021-data %R 10.18653/v1/2021.emnlp-main.707 %U https://aclanthology.org/2021.emnlp-main.707 %U https://doi.org/10.18653/v1/2021.emnlp-main.707 %P 8974-8983 %0 Conference Proceedings %T SPARQLing Database Queries from Intermediate Question Decompositions %A Saparina, Irina %A Osokin, Anton %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F saparina-osokin-2021-sparqling %R 10.18653/v1/2021.emnlp-main.708 %U https://aclanthology.org/2021.emnlp-main.708 %U https://doi.org/10.18653/v1/2021.emnlp-main.708 %P 8984-8998 %0 Conference Proceedings %T Time-aware Graph Neural Network for Entity Alignment between Temporal Knowledge Graphs %A Xu, Chengjin %A Su, Fenglong %A Lehmann, Jens %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xu-etal-2021-time %R 10.18653/v1/2021.emnlp-main.709 %U https://aclanthology.org/2021.emnlp-main.709 %U https://doi.org/10.18653/v1/2021.emnlp-main.709 %P 8999-9010 %0 Conference Proceedings %T Cross-Domain Label-Adaptive Stance Detection %A Hardalov, Momchil %A Arora, Arnav %A Nakov, Preslav %A Augenstein, Isabelle %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hardalov-etal-2021-cross %R 10.18653/v1/2021.emnlp-main.710 %U https://aclanthology.org/2021.emnlp-main.710 %U https://doi.org/10.18653/v1/2021.emnlp-main.710 %P 9011-9028 %0 Conference Proceedings %T Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification %A Ren, Shuhuai %A Zhang, Jinchao %A Li, Lei %A Sun, Xu %A Zhou, Jie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ren-etal-2021-text %R 10.18653/v1/2021.emnlp-main.711 %U https://aclanthology.org/2021.emnlp-main.711 %U https://doi.org/10.18653/v1/2021.emnlp-main.711 %P 9029-9043 %0 Conference Proceedings %T Distilling Relation Embeddings from Pretrained Language Models %A Ushio, Asahi %A Camacho-Collados, Jose %A Schockaert, Steven %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ushio-etal-2021-distilling %R 10.18653/v1/2021.emnlp-main.712 %U https://aclanthology.org/2021.emnlp-main.712 %U https://doi.org/10.18653/v1/2021.emnlp-main.712 %P 9044-9062 %0 Conference Proceedings %T Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning %A Utama, Prasetya %A Moosavi, Nafise Sadat %A Sanh, Victor %A Gurevych, Iryna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F utama-etal-2021-avoiding %R 10.18653/v1/2021.emnlp-main.713 %U https://aclanthology.org/2021.emnlp-main.713 %U https://doi.org/10.18653/v1/2021.emnlp-main.713 %P 9063-9074 %0 Conference Proceedings %T A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing %A Lyu, Chunchuan %A Cohen, Shay B. %A Titov, Ivan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lyu-etal-2021-differentiable %R 10.18653/v1/2021.emnlp-main.714 %U https://aclanthology.org/2021.emnlp-main.714 %U https://doi.org/10.18653/v1/2021.emnlp-main.714 %P 9075-9091 %0 Conference Proceedings %T Integrating Personalized PageRank into Neural Word Sense Disambiguation %A El Sheikh, Ahmed %A Bevilacqua, Michele %A Navigli, Roberto %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F el-sheikh-etal-2021-integrating %R 10.18653/v1/2021.emnlp-main.715 %U https://aclanthology.org/2021.emnlp-main.715 %U https://doi.org/10.18653/v1/2021.emnlp-main.715 %P 9092-9098 %0 Conference Proceedings %T Cross-lingual Sentence Embedding using Multi-Task Learning %A Goswami, Koustava %A Dutta, Sourav %A Assem, Haytham %A Fransen, Theodorus %A McCrae, John P. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F goswami-etal-2021-cross %R 10.18653/v1/2021.emnlp-main.716 %U https://aclanthology.org/2021.emnlp-main.716 %U https://doi.org/10.18653/v1/2021.emnlp-main.716 %P 9099-9113 %0 Conference Proceedings %T NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis %A Arefyev, Nikolay %A Kharchev, Dmitrii %A Shelmanov, Artem %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F arefyev-etal-2021-nb %R 10.18653/v1/2021.emnlp-main.717 %U https://aclanthology.org/2021.emnlp-main.717 %U https://doi.org/10.18653/v1/2021.emnlp-main.717 %P 9114-9124 %0 Conference Proceedings %T Revisiting Self-training for Few-shot Learning of Language Model %A Chen, Yiming %A Zhang, Yan %A Zhang, Chen %A Lee, Grandee %A Cheng, Ran %A Li, Haizhou %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-revisiting %R 10.18653/v1/2021.emnlp-main.718 %U https://aclanthology.org/2021.emnlp-main.718 %U https://doi.org/10.18653/v1/2021.emnlp-main.718 %P 9125-9135 %0 Conference Proceedings %T Bridging Perception, Memory, and Inference through Semantic Relations %A Björklund, Johanna %A Dahlgren Lindström, Adam %A Drewes, Frank %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bjorklund-etal-2021-bridging %R 10.18653/v1/2021.emnlp-main.719 %U https://aclanthology.org/2021.emnlp-main.719 %U https://doi.org/10.18653/v1/2021.emnlp-main.719 %P 9136-9142 %0 Conference Proceedings %T Unimodal and Crossmodal Refinement Network for Multimodal Sequence Fusion %A Guo, Xiaobao %A Kong, Adams %A Zhou, Huan %A Wang, Xianfeng %A Wang, Min %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F guo-etal-2021-unimodal %R 10.18653/v1/2021.emnlp-main.720 %U https://aclanthology.org/2021.emnlp-main.720 %U https://doi.org/10.18653/v1/2021.emnlp-main.720 %P 9143-9153 %0 Conference Proceedings %T YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews %A Orbach, Matan %A Toledo-Ronen, Orith %A Spector, Artem %A Aharonov, Ranit %A Katz, Yoav %A Slonim, Noam %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F orbach-etal-2021-yaso %R 10.18653/v1/2021.emnlp-main.721 %U https://aclanthology.org/2021.emnlp-main.721 %U https://doi.org/10.18653/v1/2021.emnlp-main.721 %P 9154-9173 %0 Conference Proceedings %T An Empirical Study on Leveraging Position Embeddings for Target-oriented Opinion Words Extraction %A Mensah, Samuel %A Sun, Kai %A Aletras, Nikolaos %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mensah-etal-2021-empirical %R 10.18653/v1/2021.emnlp-main.722 %U https://aclanthology.org/2021.emnlp-main.722 %U https://doi.org/10.18653/v1/2021.emnlp-main.722 %P 9174-9179 %0 Conference Proceedings %T Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis %A Han, Wei %A Chen, Hui %A Poria, Soujanya %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F han-etal-2021-improving %R 10.18653/v1/2021.emnlp-main.723 %U https://aclanthology.org/2021.emnlp-main.723 %U https://doi.org/10.18653/v1/2021.emnlp-main.723 %P 9180-9192 %0 Conference Proceedings %T BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification %A Xiao, Zeguan %A Wu, Jiarun %A Chen, Qingliang %A Deng, Congjian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xiao-etal-2021-bert4gcn %R 10.18653/v1/2021.emnlp-main.724 %U https://aclanthology.org/2021.emnlp-main.724 %U https://doi.org/10.18653/v1/2021.emnlp-main.724 %P 9193-9200 %0 Conference Proceedings %T Does Social Pressure Drive Persuasion in Online Fora? %A Jain, Ayush %A Srivastava, Shashank %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jain-srivastava-2021-social %R 10.18653/v1/2021.emnlp-main.725 %U https://aclanthology.org/2021.emnlp-main.725 %U https://doi.org/10.18653/v1/2021.emnlp-main.725 %P 9201-9208 %0 Conference Proceedings %T Aspect Sentiment Quad Prediction as Paraphrase Generation %A Zhang, Wenxuan %A Deng, Yang %A Li, Xin %A Yuan, Yifei %A Bing, Lidong %A Lam, Wai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-aspect-sentiment %R 10.18653/v1/2021.emnlp-main.726 %U https://aclanthology.org/2021.emnlp-main.726 %U https://doi.org/10.18653/v1/2021.emnlp-main.726 %P 9209-9219 %0 Conference Proceedings %T Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching %A Zhang, Wenxuan %A He, Ruidan %A Peng, Haiyun %A Bing, Lidong %A Lam, Wai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-cross %R 10.18653/v1/2021.emnlp-main.727 %U https://aclanthology.org/2021.emnlp-main.727 %U https://doi.org/10.18653/v1/2021.emnlp-main.727 %P 9220-9230 %0 Conference Proceedings %T Towards Label-Agnostic Emotion Embeddings %A Buechel, Sven %A Modersohn, Luise %A Hahn, Udo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F buechel-etal-2021-towards %R 10.18653/v1/2021.emnlp-main.728 %U https://aclanthology.org/2021.emnlp-main.728 %U https://doi.org/10.18653/v1/2021.emnlp-main.728 %P 9231-9249 %0 Conference Proceedings %T Collaborative Learning of Bidirectional Decoders for Unsupervised Text Style Transfer %A Ma, Yun %A Chen, Yangbin %A Mao, Xudong %A Li, Qing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ma-etal-2021-collaborative %R 10.18653/v1/2021.emnlp-main.729 %U https://aclanthology.org/2021.emnlp-main.729 %U https://doi.org/10.18653/v1/2021.emnlp-main.729 %P 9250-9266 %0 Conference Proceedings %T Exploring Non-Autoregressive Text Style Transfer %A Ma, Yun %A Li, Qing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ma-li-2021-exploring %R 10.18653/v1/2021.emnlp-main.730 %U https://aclanthology.org/2021.emnlp-main.730 %U https://doi.org/10.18653/v1/2021.emnlp-main.730 %P 9267-9278 %0 Conference Proceedings %T PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction %A Mukherjee, Rajdeep %A Nayak, Tapas %A Butala, Yash %A Bhattacharya, Sourangshu %A Goyal, Pawan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mukherjee-etal-2021-paste %R 10.18653/v1/2021.emnlp-main.731 %U https://aclanthology.org/2021.emnlp-main.731 %U https://doi.org/10.18653/v1/2021.emnlp-main.731 %P 9279-9291 %0 Conference Proceedings %T Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos %A Liu, Daizong %A Qu, Xiaoye %A Dong, Jianfeng %A Zhou, Pan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-adaptive %R 10.18653/v1/2021.emnlp-main.732 %U https://aclanthology.org/2021.emnlp-main.732 %U https://doi.org/10.18653/v1/2021.emnlp-main.732 %P 9292-9301 %0 Conference Proceedings %T Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding %A Liu, Daizong %A Qu, Xiaoye %A Zhou, Pan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-progressively %R 10.18653/v1/2021.emnlp-main.733 %U https://aclanthology.org/2021.emnlp-main.733 %U https://doi.org/10.18653/v1/2021.emnlp-main.733 %P 9302-9311 %0 Conference Proceedings %T Language Models are Few-Shot Butlers %A Micheli, Vincent %A Fleuret, Francois %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F micheli-fleuret-2021-language %R 10.18653/v1/2021.emnlp-main.734 %U https://aclanthology.org/2021.emnlp-main.734 %U https://doi.org/10.18653/v1/2021.emnlp-main.734 %P 9312-9318 %0 Conference Proceedings %T R\³Net:Relation-embedded Representation Reconstruction Network for Change Captioning %A Tu, Yunbin %A Li, Liang %A Yan, Chenggang %A Gao, Shengxiang %A Yu, Zhengtao %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F tu-etal-2021-r %R 10.18653/v1/2021.emnlp-main.735 %U https://aclanthology.org/2021.emnlp-main.735 %U https://doi.org/10.18653/v1/2021.emnlp-main.735 %P 9319-9329 %0 Conference Proceedings %T Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy %A Testoni, Alberto %A Bernardi, Raffaella %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F testoni-bernardi-2021-looking %R 10.18653/v1/2021.emnlp-main.736 %U https://aclanthology.org/2021.emnlp-main.736 %U https://doi.org/10.18653/v1/2021.emnlp-main.736 %P 9330-9338 %0 Conference Proceedings %T A Unified Speaker Adaptation Approach for ASR %A Zhao, Yingzhu %A Ni, Chongjia %A Leung, Cheung-Chi %A Joty, Shafiq %A Chng, Eng Siong %A Ma, Bin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhao-etal-2021-unified %R 10.18653/v1/2021.emnlp-main.737 %U https://aclanthology.org/2021.emnlp-main.737 %U https://doi.org/10.18653/v1/2021.emnlp-main.737 %P 9339-9349 %0 Conference Proceedings %T Caption Enriched Samples for Improving Hateful Memes Detection %A Blaier, Efrat %A Malkiel, Itzik %A Wolf, Lior %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F blaier-etal-2021-caption %R 10.18653/v1/2021.emnlp-main.738 %U https://aclanthology.org/2021.emnlp-main.738 %U https://doi.org/10.18653/v1/2021.emnlp-main.738 %P 9350-9358 %0 Conference Proceedings %T Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems %A Manakul, Potsawee %A Gales, Mark %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F manakul-gales-2021-sparsity %R 10.18653/v1/2021.emnlp-main.739 %U https://aclanthology.org/2021.emnlp-main.739 %U https://doi.org/10.18653/v1/2021.emnlp-main.739 %P 9359-9368 %0 Conference Proceedings %T BARThez: a Skilled Pretrained French Sequence-to-Sequence Model %A Kamal Eddine, Moussa %A Tixier, Antoine %A Vazirgiannis, Michalis %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kamal-eddine-etal-2021-barthez %R 10.18653/v1/2021.emnlp-main.740 %U https://aclanthology.org/2021.emnlp-main.740 %U https://doi.org/10.18653/v1/2021.emnlp-main.740 %P 9369-9390 %0 Conference Proceedings %T ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization %A Salemi, Alireza %A Kebriaei, Emad %A Neisi Minaei, Ghazal %A Shakery, Azadeh %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F salemi-etal-2021-arman %R 10.18653/v1/2021.emnlp-main.741 %U https://aclanthology.org/2021.emnlp-main.741 %U https://doi.org/10.18653/v1/2021.emnlp-main.741 %P 9391-9407 %0 Conference Proceedings %T Models and Datasets for Cross-Lingual Summarisation %A Perez-Beltrachini, Laura %A Lapata, Mirella %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F perez-beltrachini-lapata-2021-models %R 10.18653/v1/2021.emnlp-main.742 %U https://aclanthology.org/2021.emnlp-main.742 %U https://doi.org/10.18653/v1/2021.emnlp-main.742 %P 9408-9423 %0 Conference Proceedings %T Learning Opinion Summarizers by Selecting Informative Reviews %A Bražinskas, Arthur %A Lapata, Mirella %A Titov, Ivan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F brazinskas-etal-2021-learning %R 10.18653/v1/2021.emnlp-main.743 %U https://aclanthology.org/2021.emnlp-main.743 %U https://doi.org/10.18653/v1/2021.emnlp-main.743 %P 9424-9442 %0 Conference Proceedings %T Enriching and Controlling Global Semantics for Text Summarization %A Nguyen, Thong %A Luu, Anh Tuan %A Lu, Truc %A Quan, Tho %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F nguyen-etal-2021-enriching %R 10.18653/v1/2021.emnlp-main.744 %U https://aclanthology.org/2021.emnlp-main.744 %U https://doi.org/10.18653/v1/2021.emnlp-main.744 %P 9443-9456 %0 Conference Proceedings %T Revisiting Tri-training of Dependency Parsers %A Wagner, Joachim %A Foster, Jennifer %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wagner-foster-2021-revisiting %R 10.18653/v1/2021.emnlp-main.745 %U https://aclanthology.org/2021.emnlp-main.745 %U https://doi.org/10.18653/v1/2021.emnlp-main.745 %P 9457-9473 %0 Conference Proceedings %T Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling %A Wang, Liwen %A Li, Xuefeng %A Liu, Jiachi %A He, Keqing %A Yan, Yuanmeng %A Xu, Weiran %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-bridge %R 10.18653/v1/2021.emnlp-main.746 %U https://aclanthology.org/2021.emnlp-main.746 %U https://doi.org/10.18653/v1/2021.emnlp-main.746 %P 9474-9480 %0 Conference Proceedings %T Neuralizing Regular Expressions for Slot Filling %A Jiang, Chengyue %A Jin, Zijian %A Tu, Kewei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jiang-etal-2021-neuralizing %R 10.18653/v1/2021.emnlp-main.747 %U https://aclanthology.org/2021.emnlp-main.747 %U https://doi.org/10.18653/v1/2021.emnlp-main.747 %P 9481-9498 %0 Conference Proceedings %T Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP %A Jin, Zhijing %A von Kügelgen, Julius %A Ni, Jingwei %A Vaidhya, Tejas %A Kaushal, Ayush %A Sachan, Mrinmaya %A Schoelkopf, Bernhard %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F jin-etal-2021-causal %R 10.18653/v1/2021.emnlp-main.748 %U https://aclanthology.org/2021.emnlp-main.748 %U https://doi.org/10.18653/v1/2021.emnlp-main.748 %P 9499-9513 %0 Conference Proceedings %T Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning %A Xu, Runxin %A Luo, Fuli %A Zhang, Zhiyuan %A Tan, Chuanqi %A Chang, Baobao %A Huang, Songfang %A Huang, Fei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xu-etal-2021-raise %R 10.18653/v1/2021.emnlp-main.749 %U https://aclanthology.org/2021.emnlp-main.749 %U https://doi.org/10.18653/v1/2021.emnlp-main.749 %P 9514-9528 %0 Conference Proceedings %T Knowledge Graph Representation Learning using Ordinary Differential Equations %A Nayyeri, Mojtaba %A Xu, Chengjin %A Hoffmann, Franca %A Alam, Mirza Mohtashim %A Lehmann, Jens %A Vahdati, Sahar %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F nayyeri-etal-2021-knowledge %R 10.18653/v1/2021.emnlp-main.750 %U https://aclanthology.org/2021.emnlp-main.750 %U https://doi.org/10.18653/v1/2021.emnlp-main.750 %P 9529-9548 %0 Conference Proceedings %T KnowMAN: Weakly Supervised Multinomial Adversarial Networks %A März, Luisa %A Asgari, Ehsaneddin %A Braune, Fabienne %A Zimmermann, Franziska %A Roth, Benjamin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F marz-etal-2021-knowman %R 10.18653/v1/2021.emnlp-main.751 %U https://aclanthology.org/2021.emnlp-main.751 %U https://doi.org/10.18653/v1/2021.emnlp-main.751 %P 9549-9557 %0 Conference Proceedings %T ONION: A Simple and Effective Defense Against Textual Backdoor Attacks %A Qi, Fanchao %A Chen, Yangyi %A Li, Mukai %A Yao, Yuan %A Liu, Zhiyuan %A Sun, Maosong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F qi-etal-2021-onion %R 10.18653/v1/2021.emnlp-main.752 %U https://aclanthology.org/2021.emnlp-main.752 %U https://doi.org/10.18653/v1/2021.emnlp-main.752 %P 9558-9566 %0 Conference Proceedings %T Value-aware Approximate Attention %A Gupta, Ankit %A Berant, Jonathan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F gupta-berant-2021-value %R 10.18653/v1/2021.emnlp-main.753 %U https://aclanthology.org/2021.emnlp-main.753 %U https://doi.org/10.18653/v1/2021.emnlp-main.753 %P 9567-9574 %0 Conference Proceedings %T Contrastive Domain Adaptation for Question Answering using Limited Text Corpora %A Yue, Zhenrui %A Kratzwald, Bernhard %A Feuerriegel, Stefan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yue-etal-2021-contrastive %R 10.18653/v1/2021.emnlp-main.754 %U https://aclanthology.org/2021.emnlp-main.754 %U https://doi.org/10.18653/v1/2021.emnlp-main.754 %P 9575-9593 %0 Conference Proceedings %T Case-based Reasoning for Natural Language Queries over Knowledge Bases %A Das, Rajarshi %A Zaheer, Manzil %A Thai, Dung %A Godbole, Ameya %A Perez, Ethan %A Lee, Jay Yoon %A Tan, Lizhen %A Polymenakos, Lazaros %A McCallum, Andrew %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F das-etal-2021-case %R 10.18653/v1/2021.emnlp-main.755 %U https://aclanthology.org/2021.emnlp-main.755 %U https://doi.org/10.18653/v1/2021.emnlp-main.755 %P 9594-9611 %0 Conference Proceedings %T Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation %A Zhao, Chen %A Xiong, Chenyan %A Boyd-Graber, Jordan %A Daumé III, Hal %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhao-etal-2021-distantly %R 10.18653/v1/2021.emnlp-main.756 %U https://aclanthology.org/2021.emnlp-main.756 %U https://doi.org/10.18653/v1/2021.emnlp-main.756 %P 9612-9622 %0 Conference Proceedings %T What’s in a Name? Answer Equivalence For Open-Domain Question Answering %A Si, Chenglei %A Zhao, Chen %A Boyd-Graber, Jordan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F si-etal-2021-whats %R 10.18653/v1/2021.emnlp-main.757 %U https://aclanthology.org/2021.emnlp-main.757 %U https://doi.org/10.18653/v1/2021.emnlp-main.757 %P 9623-9629 %0 Conference Proceedings %T Evaluation Paradigms in Question Answering %A Rodriguez, Pedro %A Boyd-Graber, Jordan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F rodriguez-boyd-graber-2021-evaluation %R 10.18653/v1/2021.emnlp-main.758 %U https://aclanthology.org/2021.emnlp-main.758 %U https://doi.org/10.18653/v1/2021.emnlp-main.758 %P 9630-9642 %0 Conference Proceedings %T Numerical reasoning in machine reading comprehension tasks: are we there yet? %A Al-Negheimish, Hadeel %A Madhyastha, Pranava %A Russo, Alessandra %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F al-negheimish-etal-2021-numerical %R 10.18653/v1/2021.emnlp-main.759 %U https://aclanthology.org/2021.emnlp-main.759 %U https://doi.org/10.18653/v1/2021.emnlp-main.759 %P 9643-9649 %0 Conference Proceedings %T Set Generation Networks for End-to-End Knowledge Base Population %A Sui, Dianbo %A Wang, Chenhao %A Chen, Yubo %A Liu, Kang %A Zhao, Jun %A Bi, Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sui-etal-2021-set %R 10.18653/v1/2021.emnlp-main.760 %U https://aclanthology.org/2021.emnlp-main.760 %U https://doi.org/10.18653/v1/2021.emnlp-main.760 %P 9650-9660 %0 Conference Proceedings %T Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction %A Hao, Kailong %A Yu, Botao %A Hu, Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hao-etal-2021-knowing %R 10.18653/v1/2021.emnlp-main.761 %U https://aclanthology.org/2021.emnlp-main.761 %U https://doi.org/10.18653/v1/2021.emnlp-main.761 %P 9661-9672 %0 Conference Proceedings %T Progressive Adversarial Learning for Bootstrapping: A Case Study on Entity Set Expansion %A Yan, Lingyong %A Han, Xianpei %A Sun, Le %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yan-etal-2021-progressive %R 10.18653/v1/2021.emnlp-main.762 %U https://aclanthology.org/2021.emnlp-main.762 %U https://doi.org/10.18653/v1/2021.emnlp-main.762 %P 9673-9682 %0 Conference Proceedings %T Uncovering Main Causalities for Long-tailed Information Extraction %A Nan, Guoshun %A Zeng, Jiaqi %A Qiao, Rui %A Guo, Zhijiang %A Lu, Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F nan-etal-2021-uncovering %R 10.18653/v1/2021.emnlp-main.763 %U https://aclanthology.org/2021.emnlp-main.763 %U https://doi.org/10.18653/v1/2021.emnlp-main.763 %P 9683-9695 %0 Conference Proceedings %T Maximal Clique Based Non-Autoregressive Open Information Extraction %A Yu, Bowen %A Wang, Yucheng %A Liu, Tingwen %A Zhu, Hongsong %A Sun, Limin %A Wang, Bin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F yu-etal-2021-maximal %R 10.18653/v1/2021.emnlp-main.764 %U https://aclanthology.org/2021.emnlp-main.764 %U https://doi.org/10.18653/v1/2021.emnlp-main.764 %P 9696-9706 %0 Conference Proceedings %T A Relation-Oriented Clustering Method for Open Relation Extraction %A Zhao, Jun %A Gui, Tao %A Zhang, Qi %A Zhou, Yaqian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhao-etal-2021-relation %R 10.18653/v1/2021.emnlp-main.765 %U https://aclanthology.org/2021.emnlp-main.765 %U https://doi.org/10.18653/v1/2021.emnlp-main.765 %P 9707-9718 %0 Conference Proceedings %T Exploring Methods for Generating Feedback Comments for Writing Learning %A Hanawa, Kazuaki %A Nagata, Ryo %A Inui, Kentaro %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F hanawa-etal-2021-exploring %R 10.18653/v1/2021.emnlp-main.766 %U https://aclanthology.org/2021.emnlp-main.766 %U https://doi.org/10.18653/v1/2021.emnlp-main.766 %P 9719-9730 %0 Conference Proceedings %T A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis %A Liu, Jiawei %A Song, Kaisong %A Kang, Yangyang %A He, Guoxiu %A Jiang, Zhuoren %A Sun, Changlong %A Lu, Wei %A Liu, Xiaozhong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-role %R 10.18653/v1/2021.emnlp-main.767 %U https://aclanthology.org/2021.emnlp-main.767 %U https://doi.org/10.18653/v1/2021.emnlp-main.767 %P 9731-9741 %0 Conference Proceedings %T Meta Distant Transfer Learning for Pre-trained Language Models %A Wang, Chengyu %A Pan, Haojie %A Qiu, Minghui %A Huang, Jun %A Yang, Fei %A Zhang, Yin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-meta-distant %R 10.18653/v1/2021.emnlp-main.768 %U https://aclanthology.org/2021.emnlp-main.768 %U https://doi.org/10.18653/v1/2021.emnlp-main.768 %P 9742-9752 %0 Conference Proceedings %T UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference %A Cheng, Kewei %A Yang, Ziqing %A Zhang, Ming %A Sun, Yizhou %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F cheng-etal-2021-uniker %R 10.18653/v1/2021.emnlp-main.769 %U https://aclanthology.org/2021.emnlp-main.769 %U https://doi.org/10.18653/v1/2021.emnlp-main.769 %P 9753-9771 %0 Conference Proceedings %T Wasserstein Selective Transfer Learning for Cross-domain Text Mining %A Feng, Lingyun %A Qiu, Minghui %A Li, Yaliang %A Zheng, Haitao %A Shen, Ying %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F feng-etal-2021-wasserstein %R 10.18653/v1/2021.emnlp-main.770 %U https://aclanthology.org/2021.emnlp-main.770 %U https://doi.org/10.18653/v1/2021.emnlp-main.770 %P 9772-9783 %0 Conference Proceedings %T Jointly Learning to Repair Code and Generate Commit Message %A Bai, Jiaqi %A Zhou, Long %A Blanco, Ambrosio %A Liu, Shujie %A Wei, Furu %A Zhou, Ming %A Li, Zhoujun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bai-etal-2021-jointly %R 10.18653/v1/2021.emnlp-main.771 %U https://aclanthology.org/2021.emnlp-main.771 %U https://doi.org/10.18653/v1/2021.emnlp-main.771 %P 9784-9795 %0 Conference Proceedings %T Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval %A Liu, Haoliang %A Yu, Tan %A Li, Ping %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-inflate %R 10.18653/v1/2021.emnlp-main.772 %U https://aclanthology.org/2021.emnlp-main.772 %U https://doi.org/10.18653/v1/2021.emnlp-main.772 %P 9796-9809 %0 Conference Proceedings %T On Pursuit of Designing Multi-modal Transformer for Video Grounding %A Cao, Meng %A Chen, Long %A Shou, Mike Zheng %A Zhang, Can %A Zou, Yuexian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F cao-etal-2021-pursuit %R 10.18653/v1/2021.emnlp-main.773 %U https://aclanthology.org/2021.emnlp-main.773 %U https://doi.org/10.18653/v1/2021.emnlp-main.773 %P 9810-9823 %0 Conference Proceedings %T COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images %A Bogin, Ben %A Gupta, Shivanshu %A Gardner, Matt %A Berant, Jonathan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bogin-etal-2021-covr %R 10.18653/v1/2021.emnlp-main.774 %U https://aclanthology.org/2021.emnlp-main.774 %U https://doi.org/10.18653/v1/2021.emnlp-main.774 %P 9824-9846 %0 Conference Proceedings %T Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers %A Frank, Stella %A Bugliarello, Emanuele %A Elliott, Desmond %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F frank-etal-2021-vision %R 10.18653/v1/2021.emnlp-main.775 %U https://aclanthology.org/2021.emnlp-main.775 %U https://doi.org/10.18653/v1/2021.emnlp-main.775 %P 9847-9857 %0 Conference Proceedings %T HypMix: Hyperbolic Interpolative Data Augmentation %A Sawhney, Ramit %A Thakkar, Megh %A Agarwal, Shivam %A Jin, Di %A Yang, Diyi %A Flek, Lucie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sawhney-etal-2021-hypmix %R 10.18653/v1/2021.emnlp-main.776 %U https://aclanthology.org/2021.emnlp-main.776 %U https://doi.org/10.18653/v1/2021.emnlp-main.776 %P 9858-9868 %0 Conference Proceedings %T Integrating Deep Event-Level and Script-Level Information for Script Event Prediction %A Bai, Long %A Guan, Saiping %A Guo, Jiafeng %A Li, Zixuan %A Jin, Xiaolong %A Cheng, Xueqi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bai-etal-2021-integrating %R 10.18653/v1/2021.emnlp-main.777 %U https://aclanthology.org/2021.emnlp-main.777 %U https://doi.org/10.18653/v1/2021.emnlp-main.777 %P 9869-9878 %0 Conference Proceedings %T QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions %A Brook Weiss, Daniela %A Roit, Paul %A Klein, Ayal %A Ernst, Ori %A Dagan, Ido %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F brook-weiss-etal-2021-qa %R 10.18653/v1/2021.emnlp-main.778 %U https://aclanthology.org/2021.emnlp-main.778 %U https://doi.org/10.18653/v1/2021.emnlp-main.778 %P 9879-9894 %0 Conference Proceedings %T PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models %A Scholak, Torsten %A Schucher, Nathan %A Bahdanau, Dzmitry %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F scholak-etal-2021-picard %R 10.18653/v1/2021.emnlp-main.779 %U https://aclanthology.org/2021.emnlp-main.779 %U https://doi.org/10.18653/v1/2021.emnlp-main.779 %P 9895-9901 %0 Conference Proceedings %T Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings %A Di Giovanni, Marco %A Brambilla, Marco %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F di-giovanni-brambilla-2021-exploiting %R 10.18653/v1/2021.emnlp-main.780 %U https://aclanthology.org/2021.emnlp-main.780 %U https://doi.org/10.18653/v1/2021.emnlp-main.780 %P 9902-9910 %0 Conference Proceedings %T Guilt by Association: Emotion Intensities in Lexical Representations %A Raji, Shahab %A de Melo, Gerard %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F raji-de-melo-2021-guilt %R 10.18653/v1/2021.emnlp-main.781 %U https://aclanthology.org/2021.emnlp-main.781 %U https://doi.org/10.18653/v1/2021.emnlp-main.781 %P 9911-9917 %0 Conference Proceedings %T Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender %A CH-Wang, Sky %A Jurgens, David %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ch-wang-jurgens-2021-using %R 10.18653/v1/2021.emnlp-main.782 %U https://aclanthology.org/2021.emnlp-main.782 %U https://doi.org/10.18653/v1/2021.emnlp-main.782 %P 9918-9938 %0 Conference Proceedings %T Identifying Morality Frames in Political Tweets using Relational Learning %A Roy, Shamik %A Pacheco, Maria Leonor %A Goldwasser, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F roy-etal-2021-identifying %R 10.18653/v1/2021.emnlp-main.783 %U https://aclanthology.org/2021.emnlp-main.783 %U https://doi.org/10.18653/v1/2021.emnlp-main.783 %P 9939-9958 %0 Conference Proceedings %T Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications %A Pei, Jiaxin %A Jurgens, David %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pei-jurgens-2021-measuring %R 10.18653/v1/2021.emnlp-main.784 %U https://aclanthology.org/2021.emnlp-main.784 %U https://doi.org/10.18653/v1/2021.emnlp-main.784 %P 9959-10011 %0 Conference Proceedings %T Assessing the Reliability of Word Embedding Gender Bias Measures %A Du, Yupei %A Fang, Qixiang %A Nguyen, Dong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F du-etal-2021-assessing %R 10.18653/v1/2021.emnlp-main.785 %U https://aclanthology.org/2021.emnlp-main.785 %U https://doi.org/10.18653/v1/2021.emnlp-main.785 %P 10012-10034 %0 Conference Proceedings %T Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks %A Lin, Hongzhan %A Ma, Jing %A Cheng, Mingfei %A Yang, Zhiwei %A Chen, Liangliang %A Chen, Guang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lin-etal-2021-rumor %R 10.18653/v1/2021.emnlp-main.786 %U https://aclanthology.org/2021.emnlp-main.786 %U https://doi.org/10.18653/v1/2021.emnlp-main.786 %P 10035-10047 %0 Conference Proceedings %T Learning Bill Similarity with Annotated and Augmented Corpora of Bills %A Kim, Jiseon %A Griggs, Elden %A Kim, In Song %A Oh, Alice %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kim-etal-2021-learning %R 10.18653/v1/2021.emnlp-main.787 %U https://aclanthology.org/2021.emnlp-main.787 %U https://doi.org/10.18653/v1/2021.emnlp-main.787 %P 10048-10064 %0 Conference Proceedings %T SWEAT: Scoring Polarization of Topics across Different Corpora %A Bianchi, Federico %A Marelli, Marco %A Nicoli, Paolo %A Palmonari, Matteo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bianchi-etal-2021-sweat %R 10.18653/v1/2021.emnlp-main.788 %U https://aclanthology.org/2021.emnlp-main.788 %U https://doi.org/10.18653/v1/2021.emnlp-main.788 %P 10065-10072 %0 Conference Proceedings %T “So You Think You’re Funny?”: Rating the Humour Quotient in Standup Comedy %A Mittal, Anirudh %A P, Pranav Jeevan %A Gandhi, Prerak %A Kanojia, Diptesh %A Bhattacharyya, Pushpak %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mittal-etal-2021-think %R 10.18653/v1/2021.emnlp-main.789 %U https://aclanthology.org/2021.emnlp-main.789 %U https://doi.org/10.18653/v1/2021.emnlp-main.789 %P 10073-10079 %0 Conference Proceedings %T “Was it “stated” or was it “claimed”?: How linguistic bias affects generative language models %A Patel, Roma %A Pavlick, Ellie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F patel-pavlick-2021-stated %R 10.18653/v1/2021.emnlp-main.790 %U https://aclanthology.org/2021.emnlp-main.790 %U https://doi.org/10.18653/v1/2021.emnlp-main.790 %P 10080-10095 %0 Conference Proceedings %T PAUSE: Positive and Annealed Unlabeled Sentence Embedding %A Cao, Lele %A Larsson, Emil %A von Ehrenheim, Vilhelm %A Cavalcanti Rocha, Dhiana Deva %A Martin, Anna %A Horn, Sonja %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F cao-etal-2021-pause %R 10.18653/v1/2021.emnlp-main.791 %U https://aclanthology.org/2021.emnlp-main.791 %U https://doi.org/10.18653/v1/2021.emnlp-main.791 %P 10096-10107 %0 Conference Proceedings %T A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders %A De Raedt, Maarten %A Godin, Fréderic %A Buteneers, Pieter %A Develder, Chris %A Demeester, Thomas %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F de-raedt-etal-2021-simple %R 10.18653/v1/2021.emnlp-main.792 %U https://aclanthology.org/2021.emnlp-main.792 %U https://doi.org/10.18653/v1/2021.emnlp-main.792 %P 10108-10114 %0 Conference Proceedings %T An Information-Theoretic Characterization of Morphological Fusion %A Rathi, Neil %A Hahn, Michael %A Futrell, Richard %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F rathi-etal-2021-information %R 10.18653/v1/2021.emnlp-main.793 %U https://aclanthology.org/2021.emnlp-main.793 %U https://doi.org/10.18653/v1/2021.emnlp-main.793 %P 10115-10120 %0 Conference Proceedings %T The Effect of Efficient Messaging and Input Variability on Neural-Agent Iterated Language Learning %A Lian, Yuchen %A Bisazza, Arianna %A Verhoef, Tessa %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lian-etal-2021-effect %R 10.18653/v1/2021.emnlp-main.794 %U https://aclanthology.org/2021.emnlp-main.794 %U https://doi.org/10.18653/v1/2021.emnlp-main.794 %P 10121-10129 %0 Conference Proceedings %T On Classifying whether Two Texts are on the Same Side of an Argument %A Körner, Erik %A Wiedemann, Gregor %A Hakimi, Ahmad Dawar %A Heyer, Gerhard %A Potthast, Martin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F korner-etal-2021-classifying %R 10.18653/v1/2021.emnlp-main.795 %U https://aclanthology.org/2021.emnlp-main.795 %U https://doi.org/10.18653/v1/2021.emnlp-main.795 %P 10130-10138 %0 Conference Proceedings %T Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study %A Zhen, Ranran %A Wang, Rui %A Fu, Guohong %A Lv, Chengguo %A Zhang, Meishan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhen-etal-2021-chinese %R 10.18653/v1/2021.emnlp-main.796 %U https://aclanthology.org/2021.emnlp-main.796 %U https://doi.org/10.18653/v1/2021.emnlp-main.796 %P 10139-10149 %0 Conference Proceedings %T MassiveSumm: a very large-scale, very multilingual, news summarisation dataset %A Varab, Daniel %A Schluter, Natalie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F varab-schluter-2021-massivesumm %R 10.18653/v1/2021.emnlp-main.797 %U https://aclanthology.org/2021.emnlp-main.797 %U https://doi.org/10.18653/v1/2021.emnlp-main.797 %P 10150-10161 %0 Conference Proceedings %T AUTOSUMM: Automatic Model Creation for Text Summarization %A Nangi, Sharmila Reddy %A Tyagi, Atharv %A Mundra, Jay %A Mukherjee, Sagnik %A Snehal, Raj %A Chhaya, Niyati %A Garimella, Aparna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F nangi-etal-2021-autosumm %R 10.18653/v1/2021.emnlp-main.798 %U https://aclanthology.org/2021.emnlp-main.798 %U https://doi.org/10.18653/v1/2021.emnlp-main.798 %P 10162-10172 %0 Conference Proceedings %T Investigating the Helpfulness of Word-Level Quality Estimation for Post-Editing Machine Translation Output %A Shenoy, Raksha %A Herbig, Nico %A Krüger, Antonio %A van Genabith, Josef %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F shenoy-etal-2021-investigating %R 10.18653/v1/2021.emnlp-main.799 %U https://aclanthology.org/2021.emnlp-main.799 %U https://doi.org/10.18653/v1/2021.emnlp-main.799 %P 10173-10185 %0 Conference Proceedings %T UNKs Everywhere: Adapting Multilingual Language Models to New Scripts %A Pfeiffer, Jonas %A Vulić, Ivan %A Gurevych, Iryna %A Ruder, Sebastian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F pfeiffer-etal-2021-unks %R 10.18653/v1/2021.emnlp-main.800 %U https://aclanthology.org/2021.emnlp-main.800 %U https://doi.org/10.18653/v1/2021.emnlp-main.800 %P 10186-10203 %0 Conference Proceedings %T Neural Machine Translation Quality and Post-Editing Performance %A Zouhar, Vilém %A Popel, Martin %A Bojar, Ondřej %A Tamchyna, Aleš %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zouhar-etal-2021-neural %R 10.18653/v1/2021.emnlp-main.801 %U https://aclanthology.org/2021.emnlp-main.801 %U https://doi.org/10.18653/v1/2021.emnlp-main.801 %P 10204-10214 %0 Conference Proceedings %T XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation %A Ruder, Sebastian %A Constant, Noah %A Botha, Jan %A Siddhant, Aditya %A Firat, Orhan %A Fu, Jinlan %A Liu, Pengfei %A Hu, Junjie %A Garrette, Dan %A Neubig, Graham %A Johnson, Melvin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F ruder-etal-2021-xtreme %R 10.18653/v1/2021.emnlp-main.802 %U https://aclanthology.org/2021.emnlp-main.802 %U https://doi.org/10.18653/v1/2021.emnlp-main.802 %P 10215-10245 %0 Conference Proceedings %T Contrastive Conditioning for Assessing Disambiguation in MT: A Case Study of Distilled Bias %A Vamvas, Jannis %A Sennrich, Rico %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F vamvas-sennrich-2021-contrastive %R 10.18653/v1/2021.emnlp-main.803 %U https://aclanthology.org/2021.emnlp-main.803 %U https://doi.org/10.18653/v1/2021.emnlp-main.803 %P 10246-10265 %0 Conference Proceedings %T Measuring Association Between Labels and Free-Text Rationales %A Wiegreffe, Sarah %A Marasović, Ana %A Smith, Noah A. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wiegreffe-etal-2021-measuring %R 10.18653/v1/2021.emnlp-main.804 %U https://aclanthology.org/2021.emnlp-main.804 %U https://doi.org/10.18653/v1/2021.emnlp-main.804 %P 10266-10284 %0 Conference Proceedings %T Discretized Integrated Gradients for Explaining Language Models %A Sanyal, Soumya %A Ren, Xiang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F sanyal-ren-2021-discretized %R 10.18653/v1/2021.emnlp-main.805 %U https://aclanthology.org/2021.emnlp-main.805 %U https://doi.org/10.18653/v1/2021.emnlp-main.805 %P 10285-10299 %0 Conference Proceedings %T Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords %A Karidi, Taelin %A Zhou, Yichu %A Schneider, Nathan %A Abend, Omri %A Srikumar, Vivek %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F karidi-etal-2021-putting %R 10.18653/v1/2021.emnlp-main.806 %U https://aclanthology.org/2021.emnlp-main.806 %U https://doi.org/10.18653/v1/2021.emnlp-main.806 %P 10300-10313 %0 Conference Proceedings %T Rationales for Sequential Predictions %A Vafa, Keyon %A Deng, Yuntian %A Blei, David %A Rush, Alexander %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F vafa-etal-2021-rationales %R 10.18653/v1/2021.emnlp-main.807 %U https://aclanthology.org/2021.emnlp-main.807 %U https://doi.org/10.18653/v1/2021.emnlp-main.807 %P 10314-10332 %0 Conference Proceedings %T FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging %A Guo, Han %A Rajani, Nazneen %A Hase, Peter %A Bansal, Mohit %A Xiong, Caiming %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F guo-etal-2021-fastif %R 10.18653/v1/2021.emnlp-main.808 %U https://aclanthology.org/2021.emnlp-main.808 %U https://doi.org/10.18653/v1/2021.emnlp-main.808 %P 10333-10350 %0 Conference Proceedings %T Studying word order through iterative shuffling %A Malkin, Nikolay %A Lanka, Sameera %A Goel, Pranav %A Jojic, Nebojsa %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F malkin-etal-2021-studying %R 10.18653/v1/2021.emnlp-main.809 %U https://aclanthology.org/2021.emnlp-main.809 %U https://doi.org/10.18653/v1/2021.emnlp-main.809 %P 10351-10366 %0 Conference Proceedings %T Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training %A Meng, Yu %A Zhang, Yunyi %A Huang, Jiaxin %A Wang, Xuan %A Zhang, Yu %A Ji, Heng %A Han, Jiawei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F meng-etal-2021-distantly %R 10.18653/v1/2021.emnlp-main.810 %U https://aclanthology.org/2021.emnlp-main.810 %U https://doi.org/10.18653/v1/2021.emnlp-main.810 %P 10367-10378 %0 Conference Proceedings %T Open Knowledge Graphs Canonicalization using Variational Autoencoders %A Dash, Sarthak %A Rossiello, Gaetano %A Mihindukulasooriya, Nandana %A Bagchi, Sugato %A Gliozzo, Alfio %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F dash-etal-2021-open %R 10.18653/v1/2021.emnlp-main.811 %U https://aclanthology.org/2021.emnlp-main.811 %U https://doi.org/10.18653/v1/2021.emnlp-main.811 %P 10379-10394 %0 Conference Proceedings %T HittER: Hierarchical Transformers for Knowledge Graph Embeddings %A Chen, Sanxing %A Liu, Xiaodong %A Gao, Jianfeng %A Jiao, Jian %A Zhang, Ruofei %A Ji, Yangfeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-etal-2021-hitter %R 10.18653/v1/2021.emnlp-main.812 %U https://aclanthology.org/2021.emnlp-main.812 %U https://doi.org/10.18653/v1/2021.emnlp-main.812 %P 10395-10407 %0 Conference Proceedings %T Few-Shot Named Entity Recognition: An Empirical Baseline Study %A Huang, Jiaxin %A Li, Chunyuan %A Subudhi, Krishan %A Jose, Damien %A Balakrishnan, Shobana %A Chen, Weizhu %A Peng, Baolin %A Gao, Jianfeng %A Han, Jiawei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F huang-etal-2021-shot %R 10.18653/v1/2021.emnlp-main.813 %U https://aclanthology.org/2021.emnlp-main.813 %U https://doi.org/10.18653/v1/2021.emnlp-main.813 %P 10408-10423 %0 Conference Proceedings %T XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment %A El-Kishky, Ahmed %A Renduchintala, Adithya %A Cross, James %A Guzmán, Francisco %A Koehn, Philipp %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F el-kishky-etal-2021-xlent %R 10.18653/v1/2021.emnlp-main.814 %U https://aclanthology.org/2021.emnlp-main.814 %U https://doi.org/10.18653/v1/2021.emnlp-main.814 %P 10424-10430 %0 Conference Proceedings %T Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction %A Wen, Haoyang %A Ji, Heng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wen-ji-2021-utilizing %R 10.18653/v1/2021.emnlp-main.815 %U https://aclanthology.org/2021.emnlp-main.815 %U https://doi.org/10.18653/v1/2021.emnlp-main.815 %P 10431-10437 %0 Conference Proceedings %T Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction %A Taillé, Bruno %A Guigue, Vincent %A Scoutheeten, Geoffrey %A Gallinari, Patrick %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F taille-etal-2021-separating %R 10.18653/v1/2021.emnlp-main.816 %U https://aclanthology.org/2021.emnlp-main.816 %U https://doi.org/10.18653/v1/2021.emnlp-main.816 %P 10438-10449 %0 Conference Proceedings %T Automatic Text Evaluation through the Lens of Wasserstein Barycenters %A Colombo, Pierre %A Staerman, Guillaume %A Clavel, Chloé %A Piantanida, Pablo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F colombo-etal-2021-automatic %R 10.18653/v1/2021.emnlp-main.817 %U https://aclanthology.org/2021.emnlp-main.817 %U https://doi.org/10.18653/v1/2021.emnlp-main.817 %P 10450-10466 %0 Conference Proceedings %T Visually Grounded Reasoning across Languages and Cultures %A Liu, Fangyu %A Bugliarello, Emanuele %A Ponti, Edoardo Maria %A Reddy, Siva %A Collier, Nigel %A Elliott, Desmond %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F liu-etal-2021-visually %R 10.18653/v1/2021.emnlp-main.818 %U https://aclanthology.org/2021.emnlp-main.818 %U https://doi.org/10.18653/v1/2021.emnlp-main.818 %P 10467-10485 %0 Conference Proceedings %T Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema %A Elazar, Yanai %A Zhang, Hongming %A Goldberg, Yoav %A Roth, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F elazar-etal-2021-back %R 10.18653/v1/2021.emnlp-main.819 %U https://aclanthology.org/2021.emnlp-main.819 %U https://doi.org/10.18653/v1/2021.emnlp-main.819 %P 10486-10500 %0 Conference Proceedings %T Robustness Evaluation of Entity Disambiguation Using Prior Probes: the Case of Entity Overshadowing %A Provatorova, Vera %A Bhargav, Samarth %A Vakulenko, Svitlana %A Kanoulas, Evangelos %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F provatorova-etal-2021-robustness %R 10.18653/v1/2021.emnlp-main.820 %U https://aclanthology.org/2021.emnlp-main.820 %U https://doi.org/10.18653/v1/2021.emnlp-main.820 %P 10501-10510 %0 Conference Proceedings %T IndoNLI: A Natural Language Inference Dataset for Indonesian %A Mahendra, Rahmad %A Aji, Alham Fikri %A Louvan, Samuel %A Rahman, Fahrurrozi %A Vania, Clara %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mahendra-etal-2021-indonli %R 10.18653/v1/2021.emnlp-main.821 %U https://aclanthology.org/2021.emnlp-main.821 %U https://doi.org/10.18653/v1/2021.emnlp-main.821 %P 10511-10527 %0 Conference Proceedings %T Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators’ Disagreement %A Leonardelli, Elisa %A Menini, Stefano %A Palmero Aprosio, Alessio %A Guerini, Marco %A Tonelli, Sara %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F leonardelli-etal-2021-agreeing %R 10.18653/v1/2021.emnlp-main.822 %U https://aclanthology.org/2021.emnlp-main.822 %U https://doi.org/10.18653/v1/2021.emnlp-main.822 %P 10528-10539 %0 Conference Proceedings %T A Root of a Problem: Optimizing Single-Root Dependency Parsing %A Stanojević, Miloš %A Cohen, Shay B. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F stanojevic-cohen-2021-root %R 10.18653/v1/2021.emnlp-main.823 %U https://aclanthology.org/2021.emnlp-main.823 %U https://doi.org/10.18653/v1/2021.emnlp-main.823 %P 10540-10557 %0 Conference Proceedings %T Efficient Sampling of Dependency Structure %A Zmigrod, Ran %A Vieira, Tim %A Cotterell, Ryan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zmigrod-etal-2021-efficient %R 10.18653/v1/2021.emnlp-main.824 %U https://aclanthology.org/2021.emnlp-main.824 %U https://doi.org/10.18653/v1/2021.emnlp-main.824 %P 10558-10569 %0 Conference Proceedings %T Reducing Discontinuous to Continuous Parsing with Pointer Network Reordering %A Fernández-González, Daniel %A Gómez-Rodríguez, Carlos %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F fernandez-gonzalez-gomez-rodriguez-2021-reducing %R 10.18653/v1/2021.emnlp-main.825 %U https://aclanthology.org/2021.emnlp-main.825 %U https://doi.org/10.18653/v1/2021.emnlp-main.825 %P 10570-10578 %0 Conference Proceedings %T A New Representation for Span-based CCG Parsing %A Kato, Yoshihide %A Matsubara, Shigeki %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kato-matsubara-2021-new %R 10.18653/v1/2021.emnlp-main.826 %U https://aclanthology.org/2021.emnlp-main.826 %U https://doi.org/10.18653/v1/2021.emnlp-main.826 %P 10579-10584 %0 Conference Proceedings %T What to Pre-Train on? Efficient Intermediate Task Selection %A Poth, Clifton %A Pfeiffer, Jonas %A Rücklé, Andreas %A Gurevych, Iryna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F poth-etal-2021-pre %R 10.18653/v1/2021.emnlp-main.827 %U https://aclanthology.org/2021.emnlp-main.827 %U https://doi.org/10.18653/v1/2021.emnlp-main.827 %P 10585-10605 %0 Conference Proceedings %T PermuteFormer: Efficient Relative Position Encoding for Long Sequences %A Chen, Peng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F chen-2021-permuteformer %R 10.18653/v1/2021.emnlp-main.828 %U https://aclanthology.org/2021.emnlp-main.828 %U https://doi.org/10.18653/v1/2021.emnlp-main.828 %P 10606-10618 %0 Conference Proceedings %T Block Pruning For Faster Transformers %A Lagunas, François %A Charlaix, Ella %A Sanh, Victor %A Rush, Alexander %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lagunas-etal-2021-block %R 10.18653/v1/2021.emnlp-main.829 %U https://aclanthology.org/2021.emnlp-main.829 %U https://doi.org/10.18653/v1/2021.emnlp-main.829 %P 10619-10629 %0 Conference Proceedings %T Finetuning Pretrained Transformers into RNNs %A Kasai, Jungo %A Peng, Hao %A Zhang, Yizhe %A Yogatama, Dani %A Ilharco, Gabriel %A Pappas, Nikolaos %A Mao, Yi %A Chen, Weizhu %A Smith, Noah A. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F kasai-etal-2021-finetuning %R 10.18653/v1/2021.emnlp-main.830 %U https://aclanthology.org/2021.emnlp-main.830 %U https://doi.org/10.18653/v1/2021.emnlp-main.830 %P 10630-10643 %0 Conference Proceedings %T How to Train BERT with an Academic Budget %A Izsak, Peter %A Berchansky, Moshe %A Levy, Omer %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F izsak-etal-2021-train %R 10.18653/v1/2021.emnlp-main.831 %U https://aclanthology.org/2021.emnlp-main.831 %U https://doi.org/10.18653/v1/2021.emnlp-main.831 %P 10644-10652 %0 Conference Proceedings %T Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression %A Xu, Canwen %A Zhou, Wangchunshu %A Ge, Tao %A Xu, Ke %A McAuley, Julian %A Wei, Furu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F xu-etal-2021-beyond %R 10.18653/v1/2021.emnlp-main.832 %U https://aclanthology.org/2021.emnlp-main.832 %U https://doi.org/10.18653/v1/2021.emnlp-main.832 %P 10653-10659 %0 Conference Proceedings %T IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization %A Koto, Fajri %A Lau, Jey Han %A Baldwin, Timothy %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F koto-etal-2021-indobertweet %R 10.18653/v1/2021.emnlp-main.833 %U https://aclanthology.org/2021.emnlp-main.833 %U https://doi.org/10.18653/v1/2021.emnlp-main.833 %P 10660-10668 %0 Conference Proceedings %T Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features %A Lee, Bruce W. %A Jang, Yoo Sung %A Lee, Jason %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lee-etal-2021-pushing %R 10.18653/v1/2021.emnlp-main.834 %U https://aclanthology.org/2021.emnlp-main.834 %U https://doi.org/10.18653/v1/2021.emnlp-main.834 %P 10669-10686 %0 Conference Proceedings %T Types of Out-of-Distribution Texts and How to Detect Them %A Arora, Udit %A Huang, William %A He, He %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F arora-etal-2021-types %R 10.18653/v1/2021.emnlp-main.835 %U https://aclanthology.org/2021.emnlp-main.835 %U https://doi.org/10.18653/v1/2021.emnlp-main.835 %P 10687-10701 %0 Conference Proceedings %T Self-training with Few-shot Rationalization %A Bhat, Meghana Moorthy %A Sordoni, Alessandro %A Mukherjee, Subhabrata %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F bhat-etal-2021-self %R 10.18653/v1/2021.emnlp-main.836 %U https://aclanthology.org/2021.emnlp-main.836 %U https://doi.org/10.18653/v1/2021.emnlp-main.836 %P 10702-10712 %0 Conference Proceedings %T MTAdam: Automatic Balancing of Multiple Training Loss Terms %A Malkiel, Itzik %A Wolf, Lior %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F malkiel-wolf-2021-mtadam %R 10.18653/v1/2021.emnlp-main.837 %U https://aclanthology.org/2021.emnlp-main.837 %U https://doi.org/10.18653/v1/2021.emnlp-main.837 %P 10713-10729 %0 Conference Proceedings %T Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large %A Zharmagambetov, Arman %A Gabidolla, Magzhan %A Carreira-Perpinan, Miguel A. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zharmagambetov-etal-2021-softmax %R 10.18653/v1/2021.emnlp-main.838 %U https://aclanthology.org/2021.emnlp-main.838 %U https://doi.org/10.18653/v1/2021.emnlp-main.838 %P 10730-10745 %0 Conference Proceedings %T Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning %A Zhang, Xinghua %A Yu, Bowen %A Liu, Tingwen %A Zhang, Zhenyu %A Sheng, Jiawei %A Mengge, Xue %A Xu, Hongbo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F zhang-etal-2021-improving-distantly-supervised %R 10.18653/v1/2021.emnlp-main.839 %U https://aclanthology.org/2021.emnlp-main.839 %U https://doi.org/10.18653/v1/2021.emnlp-main.839 %P 10746-10757 %0 Conference Proceedings %T Multivalent Entailment Graphs for Question Answering %A McKenna, Nick %A Guillou, Liane %A Hosseini, Mohammad Javad %A Bijl de Vroe, Sander %A Johnson, Mark %A Steedman, Mark %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F mckenna-etal-2021-multivalent %R 10.18653/v1/2021.emnlp-main.840 %U https://aclanthology.org/2021.emnlp-main.840 %U https://doi.org/10.18653/v1/2021.emnlp-main.840 %P 10758-10768 %0 Conference Proceedings %T Is Everything in Order? A Simple Way to Order Sentences %A Basu Roy Chowdhury, Somnath %A Brahman, Faeze %A Chaturvedi, Snigdha %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F basu-roy-chowdhury-etal-2021-everything %R 10.18653/v1/2021.emnlp-main.841 %U https://aclanthology.org/2021.emnlp-main.841 %U https://doi.org/10.18653/v1/2021.emnlp-main.841 %P 10769-10779 %0 Conference Proceedings %T VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment %A Iyer, Vivek %A Agarwal, Arvind %A Kumar, Harshit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F iyer-etal-2021-veealign %R 10.18653/v1/2021.emnlp-main.842 %U https://aclanthology.org/2021.emnlp-main.842 %U https://doi.org/10.18653/v1/2021.emnlp-main.842 %P 10780-10792 %0 Conference Proceedings %T Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization %A Oren, Inbar %A Herzig, Jonathan %A Berant, Jonathan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F oren-etal-2021-finding %R 10.18653/v1/2021.emnlp-main.843 %U https://aclanthology.org/2021.emnlp-main.843 %U https://doi.org/10.18653/v1/2021.emnlp-main.843 %P 10793-10809 %0 Conference Proceedings %T GeneSis: A Generative Approach to Substitutes in Context %A Lacerra, Caterina %A Tripodi, Rocco %A Navigli, Roberto %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F lacerra-etal-2021-genesis %R 10.18653/v1/2021.emnlp-main.844 %U https://aclanthology.org/2021.emnlp-main.844 %U https://doi.org/10.18653/v1/2021.emnlp-main.844 %P 10810-10823 %0 Conference Proceedings %T Semi-Supervised Exaggeration Detection of Health Science Press Releases %A Wright, Dustin %A Augenstein, Isabelle %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wright-augenstein-2021-semi %R 10.18653/v1/2021.emnlp-main.845 %U https://aclanthology.org/2021.emnlp-main.845 %U https://doi.org/10.18653/v1/2021.emnlp-main.845 %P 10824-10836 %0 Conference Proceedings %T Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration %A Wang, Shufan %A Thompson, Laure %A Iyyer, Mohit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F wang-etal-2021-phrase %R 10.18653/v1/2021.emnlp-main.846 %U https://aclanthology.org/2021.emnlp-main.846 %U https://doi.org/10.18653/v1/2021.emnlp-main.846 %P 10837-10851 %0 Conference Proceedings %T Detecting Contact-Induced Semantic Shifts: What Can Embedding-Based Methods Do in Practice? %A Miletic, Filip %A Przewozny-Desriaux, Anne %A Tanguy, Ludovic %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing %D 2021 %8 November %I Association for Computational Linguistics %C Online and Punta Cana, Dominican Republic %F miletic-etal-2021-detecting %R 10.18653/v1/2021.emnlp-main.847 %U https://aclanthology.org/2021.emnlp-main.847 %U https://doi.org/10.18653/v1/2021.emnlp-main.847 %P 10852-10865