%0 Conference Proceedings %T Findings of the Association for Computational Linguistics: EMNLP 2021 %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 Punta Cana, Dominican Republic %F findings-2021-findings-association %U https://aclanthology.org/2021.findings-emnlp.0 %0 Conference Proceedings %T K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce %A Xu, Song %A Li, Haoran %A Yuan, Peng %A Wang, Yujia %A Wu, Youzheng %A He, Xiaodong %A Liu, Ying %A Zhou, Bowen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xu-etal-2021-k-plug %R 10.18653/v1/2021.findings-emnlp.1 %U https://aclanthology.org/2021.findings-emnlp.1 %U https://doi.org/10.18653/v1/2021.findings-emnlp.1 %P 1-17 %0 Conference Proceedings %T Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts %A Wang, Yiming %A Li, Ximing %A Zhou, Xiaotang %A Ouyang, Jihong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-extracting-topics %R 10.18653/v1/2021.findings-emnlp.2 %U https://aclanthology.org/2021.findings-emnlp.2 %U https://doi.org/10.18653/v1/2021.findings-emnlp.2 %P 18-27 %0 Conference Proceedings %T Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering %A You, Chenyu %A Chen, Nuo %A Zou, Yuexian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F you-etal-2021-self-supervised %R 10.18653/v1/2021.findings-emnlp.3 %U https://aclanthology.org/2021.findings-emnlp.3 %U https://doi.org/10.18653/v1/2021.findings-emnlp.3 %P 28-39 %0 Conference Proceedings %T Language Clustering for Multilingual Named Entity Recognition %A Shaffer, Kyle %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F shaffer-2021-language-clustering %R 10.18653/v1/2021.findings-emnlp.4 %U https://aclanthology.org/2021.findings-emnlp.4 %U https://doi.org/10.18653/v1/2021.findings-emnlp.4 %P 40-45 %0 Conference Proceedings %T Neural News Recommendation with Collaborative News Encoding and Structural User Encoding %A Mao, Zhiming %A Zeng, Xingshan %A Wong, Kam-Fai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F mao-etal-2021-neural-news %R 10.18653/v1/2021.findings-emnlp.5 %U https://aclanthology.org/2021.findings-emnlp.5 %U https://doi.org/10.18653/v1/2021.findings-emnlp.5 %P 46-55 %0 Conference Proceedings %T Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data %A Yu, Dian %A Sun, Kai %A Yu, Dong %A Cardie, Claire %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yu-etal-2021-self-teaching %R 10.18653/v1/2021.findings-emnlp.6 %U https://aclanthology.org/2021.findings-emnlp.6 %U https://doi.org/10.18653/v1/2021.findings-emnlp.6 %P 56-68 %0 Conference Proceedings %T A Web Scale Entity Extraction System %A Cai, Xuanting %A Ma, Quanbin %A Liu, Jianyu %A Li, Pan %A Zeng, Qi %A Yang, Zhengkan %A Tripathi, Pushkar %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F cai-etal-2021-web-scale %R 10.18653/v1/2021.findings-emnlp.7 %U https://aclanthology.org/2021.findings-emnlp.7 %U https://doi.org/10.18653/v1/2021.findings-emnlp.7 %P 69-73 %0 Conference Proceedings %T Joint Multimedia Event Extraction from Video and Article %A Chen, Brian %A Lin, Xudong %A Thomas, Christopher %A Li, Manling %A Yoshida, Shoya %A Chum, Lovish %A Ji, Heng %A Chang, Shih-Fu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chen-etal-2021-joint-multimedia-event %R 10.18653/v1/2021.findings-emnlp.8 %U https://aclanthology.org/2021.findings-emnlp.8 %U https://doi.org/10.18653/v1/2021.findings-emnlp.8 %P 74-88 %0 Conference Proceedings %T Fine-grained Semantic Alignment Network for Weakly Supervised Temporal Language Grounding %A Wang, Yuechen %A Zhou, Wengang %A Li, Houqiang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-fine-grained %R 10.18653/v1/2021.findings-emnlp.9 %U https://aclanthology.org/2021.findings-emnlp.9 %U https://doi.org/10.18653/v1/2021.findings-emnlp.9 %P 89-99 %0 Conference Proceedings %T Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation %A Xie, Yuexiang %A Sun, Fei %A Deng, Yang %A Li, Yaliang %A Ding, Bolin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xie-etal-2021-factual-consistency %R 10.18653/v1/2021.findings-emnlp.10 %U https://aclanthology.org/2021.findings-emnlp.10 %U https://doi.org/10.18653/v1/2021.findings-emnlp.10 %P 100-110 %0 Conference Proceedings %T Cross-Modal Retrieval Augmentation for Multi-Modal Classification %A Gur, Shir %A Neverova, Natalia %A Stauffer, Chris %A Lim, Ser-Nam %A Kiela, Douwe %A Reiter, Austin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F gur-etal-2021-cross-modal %R 10.18653/v1/2021.findings-emnlp.11 %U https://aclanthology.org/2021.findings-emnlp.11 %U https://doi.org/10.18653/v1/2021.findings-emnlp.11 %P 111-123 %0 Conference Proceedings %T HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition %A Yang, Zhiwei %A Ma, Jing %A Chen, Hechang %A Zhang, Yunke %A Chang, Yi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yang-etal-2021-hitrans-hierarchical %R 10.18653/v1/2021.findings-emnlp.12 %U https://aclanthology.org/2021.findings-emnlp.12 %U https://doi.org/10.18653/v1/2021.findings-emnlp.12 %P 124-132 %0 Conference Proceedings %T Improving Embedding-based Large-scale Retrieval via Label Enhancement %A Liu, Peiyang %A Wang, Xi %A Wang, Sen %A Ye, Wei %A Xi, Xiangyu %A Zhang, Shikun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-etal-2021-improving-embedding-based %R 10.18653/v1/2021.findings-emnlp.13 %U https://aclanthology.org/2021.findings-emnlp.13 %U https://doi.org/10.18653/v1/2021.findings-emnlp.13 %P 133-142 %0 Conference Proceedings %T Improving Privacy Guarantee and Efficiency of Latent Dirichlet Allocation Model Training Under Differential Privacy %A Huang, Tao %A Chen, Hong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F huang-chen-2021-improving-privacy %R 10.18653/v1/2021.findings-emnlp.14 %U https://aclanthology.org/2021.findings-emnlp.14 %U https://doi.org/10.18653/v1/2021.findings-emnlp.14 %P 143-152 %0 Conference Proceedings %T Generating Mammography Reports from Multi-view Mammograms with BERT %A Yalunin, Alexander %A Sokolova, Elena %A Burenko, Ilya %A Ponomarchuk, Alexander %A Puchkova, Olga %A Umerenkov, Dmitriy %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yalunin-etal-2021-generating-mammography %R 10.18653/v1/2021.findings-emnlp.15 %U https://aclanthology.org/2021.findings-emnlp.15 %U https://doi.org/10.18653/v1/2021.findings-emnlp.15 %P 153-162 %0 Conference Proceedings %T Euphemistic Phrase Detection by Masked Language Model %A Zhu, Wanzheng %A Bhat, Suma %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhu-bhat-2021-euphemistic-phrase %R 10.18653/v1/2021.findings-emnlp.16 %U https://aclanthology.org/2021.findings-emnlp.16 %U https://doi.org/10.18653/v1/2021.findings-emnlp.16 %P 163-168 %0 Conference Proceedings %T Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable %A Fu, Ruiliu %A Wang, Han %A Zhang, Xuejun %A Zhou, Jun %A Yan, Yonghong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F fu-etal-2021-decomposing-complex %R 10.18653/v1/2021.findings-emnlp.17 %U https://aclanthology.org/2021.findings-emnlp.17 %U https://doi.org/10.18653/v1/2021.findings-emnlp.17 %P 169-180 %0 Conference Proceedings %T Segmenting Natural Language Sentences via Lexical Unit Analysis %A Li, Yangming %A Liu, Lemao %A Shi, Shuming %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-segmenting-natural %R 10.18653/v1/2021.findings-emnlp.18 %U https://aclanthology.org/2021.findings-emnlp.18 %U https://doi.org/10.18653/v1/2021.findings-emnlp.18 %P 181-187 %0 Conference Proceedings %T Dense Hierarchical Retrieval for Open-domain Question Answering %A Liu, Ye %A Hashimoto, Kazuma %A Zhou, Yingbo %A Yavuz, Semih %A Xiong, Caiming %A Yu, Philip %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-etal-2021-dense-hierarchical %R 10.18653/v1/2021.findings-emnlp.19 %U https://aclanthology.org/2021.findings-emnlp.19 %U https://doi.org/10.18653/v1/2021.findings-emnlp.19 %P 188-200 %0 Conference Proceedings %T Visually Grounded Concept Composition %A Zhang, Bowen %A Hu, Hexiang %A Qiu, Linlu %A Shaw, Peter %A Sha, Fei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-visually-grounded %R 10.18653/v1/2021.findings-emnlp.20 %U https://aclanthology.org/2021.findings-emnlp.20 %U https://doi.org/10.18653/v1/2021.findings-emnlp.20 %P 201-215 %0 Conference Proceedings %T Compositional Networks Enable Systematic Generalization for Grounded Language Understanding %A Kuo, Yen-Ling %A Katz, Boris %A Barbu, Andrei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kuo-etal-2021-compositional-networks %R 10.18653/v1/2021.findings-emnlp.21 %U https://aclanthology.org/2021.findings-emnlp.21 %U https://doi.org/10.18653/v1/2021.findings-emnlp.21 %P 216-226 %0 Conference Proceedings %T An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages %A Lu, Xinyu %A Qiang, Jipeng %A Li, Yun %A Yuan, Yunhao %A Zhu, Yi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lu-etal-2021-unsupervised-method %R 10.18653/v1/2021.findings-emnlp.22 %U https://aclanthology.org/2021.findings-emnlp.22 %U https://doi.org/10.18653/v1/2021.findings-emnlp.22 %P 227-237 %0 Conference Proceedings %T WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach %A Huang, Junjie %A Tang, Duyu %A Zhong, Wanjun %A Lu, Shuai %A Shou, Linjun %A Gong, Ming %A Jiang, Daxin %A Duan, Nan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F huang-etal-2021-whiteningbert-easy %R 10.18653/v1/2021.findings-emnlp.23 %U https://aclanthology.org/2021.findings-emnlp.23 %U https://doi.org/10.18653/v1/2021.findings-emnlp.23 %P 238-244 %0 Conference Proceedings %T TWEETSUMM - A Dialog Summarization Dataset for Customer Service %A Feigenblat, Guy %A Gunasekara, Chulaka %A Sznajder, Benjamin %A Joshi, Sachindra %A Konopnicki, David %A Aharonov, Ranit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F feigenblat-etal-2021-tweetsumm-dialog %R 10.18653/v1/2021.findings-emnlp.24 %U https://aclanthology.org/2021.findings-emnlp.24 %U https://doi.org/10.18653/v1/2021.findings-emnlp.24 %P 245-260 %0 Conference Proceedings %T Discourse-Based Sentence Splitting %A Cripwell, Liam %A Legrand, Joël %A Gardent, Claire %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F cripwell-etal-2021-discourse-based %R 10.18653/v1/2021.findings-emnlp.25 %U https://aclanthology.org/2021.findings-emnlp.25 %U https://doi.org/10.18653/v1/2021.findings-emnlp.25 %P 261-273 %0 Conference Proceedings %T Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering %A Li, Minghan %A Li, Ming %A Xiong, Kun %A Lin, Jimmy %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-multi-task-dense %R 10.18653/v1/2021.findings-emnlp.26 %U https://aclanthology.org/2021.findings-emnlp.26 %U https://doi.org/10.18653/v1/2021.findings-emnlp.26 %P 274-287 %0 Conference Proceedings %T Mining the Cause of Political Decision-Making from Social Media: A Case Study of COVID-19 Policies across the US States %A Jin, Zhijing %A Peng, Zeyu %A Vaidhya, Tejas %A Schoelkopf, Bernhard %A Mihalcea, Rada %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F jin-etal-2021-mining-cause %R 10.18653/v1/2021.findings-emnlp.27 %U https://aclanthology.org/2021.findings-emnlp.27 %U https://doi.org/10.18653/v1/2021.findings-emnlp.27 %P 288-301 %0 Conference Proceedings %T Self-Attention Graph Residual Convolutional Networks for Event Detection with dependency relations %A Liu, Anan %A Xu, Ning %A Liu, Haozhe %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-etal-2021-self-attention-graph %R 10.18653/v1/2021.findings-emnlp.28 %U https://aclanthology.org/2021.findings-emnlp.28 %U https://doi.org/10.18653/v1/2021.findings-emnlp.28 %P 302-311 %0 Conference Proceedings %T Mixup Decoding for Diverse Machine Translation %A Li, Jicheng %A Gao, Pengzhi %A Wu, Xuanfu %A Feng, Yang %A He, Zhongjun %A Wu, Hua %A Wang, Haifeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-mixup-decoding %R 10.18653/v1/2021.findings-emnlp.29 %U https://aclanthology.org/2021.findings-emnlp.29 %U https://doi.org/10.18653/v1/2021.findings-emnlp.29 %P 312-320 %0 Conference Proceedings %T An Alignment-Agnostic Model for Chinese Text Error Correction %A Zheng, Liying %A Deng, Yue %A Song, Weishun %A Xu, Liang %A Xiao, Jing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zheng-etal-2021-alignment-agnostic %R 10.18653/v1/2021.findings-emnlp.30 %U https://aclanthology.org/2021.findings-emnlp.30 %U https://doi.org/10.18653/v1/2021.findings-emnlp.30 %P 321-326 %0 Conference Proceedings %T Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer %A Kang, Gi-Cheon %A Park, Junseok %A Lee, Hwaran %A Zhang, Byoung-Tak %A Kim, Jin-Hwa %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kang-etal-2021-reasoning-visual %R 10.18653/v1/2021.findings-emnlp.31 %U https://aclanthology.org/2021.findings-emnlp.31 %U https://doi.org/10.18653/v1/2021.findings-emnlp.31 %P 327-339 %0 Conference Proceedings %T Exploring Sentence Community for Document-Level Event Extraction %A Huang, Yusheng %A Jia, Weijia %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F huang-jia-2021-exploring-sentence %R 10.18653/v1/2021.findings-emnlp.32 %U https://aclanthology.org/2021.findings-emnlp.32 %U https://doi.org/10.18653/v1/2021.findings-emnlp.32 %P 340-351 %0 Conference Proceedings %T A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue Systems %A Kim, San %A Jang, Jin Yea %A Jung, Minyoung %A Shin, Saim %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kim-etal-2021-model-cross %R 10.18653/v1/2021.findings-emnlp.33 %U https://aclanthology.org/2021.findings-emnlp.33 %U https://doi.org/10.18653/v1/2021.findings-emnlp.33 %P 352-365 %0 Conference Proceedings %T WHOSe Heritage: Classification of UNESCO World Heritage Statements of ”Outstanding Universal Value” with Soft Labels %A Bai, Nan %A Luo, Renqian %A Nourian, Pirouz %A Pereira Roders, Ana %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F bai-etal-2021-whose-heritage %R 10.18653/v1/2021.findings-emnlp.34 %U https://aclanthology.org/2021.findings-emnlp.34 %U https://doi.org/10.18653/v1/2021.findings-emnlp.34 %P 366-384 %0 Conference Proceedings %T P-INT: A Path-based Interaction Model for Few-shot Knowledge Graph Completion %A Xu, Jingwen %A Zhang, Jing %A Ke, Xirui %A Dong, Yuxiao %A Chen, Hong %A Li, Cuiping %A Liu, Yongbin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xu-etal-2021-p-int %R 10.18653/v1/2021.findings-emnlp.35 %U https://aclanthology.org/2021.findings-emnlp.35 %U https://doi.org/10.18653/v1/2021.findings-emnlp.35 %P 385-394 %0 Conference Proceedings %T Cartography Active Learning %A Zhang, Mike %A Plank, Barbara %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-plank-2021-cartography-active %R 10.18653/v1/2021.findings-emnlp.36 %U https://aclanthology.org/2021.findings-emnlp.36 %U https://doi.org/10.18653/v1/2021.findings-emnlp.36 %P 395-406 %0 Conference Proceedings %T Beyond Reptile: Meta-Learned Dot-Product Maximization between Gradients for Improved Single-Task Regularization %A Kedia, Akhil %A Chinthakindi, Sai Chetan %A Ryu, Wonho %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kedia-etal-2021-beyond-reptile %R 10.18653/v1/2021.findings-emnlp.37 %U https://aclanthology.org/2021.findings-emnlp.37 %U https://doi.org/10.18653/v1/2021.findings-emnlp.37 %P 407-420 %0 Conference Proceedings %T GooAQ: Open Question Answering with Diverse Answer Types %A Khashabi, Daniel %A Ng, Amos %A Khot, Tushar %A Sabharwal, Ashish %A Hajishirzi, Hannaneh %A Callison-Burch, Chris %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F khashabi-etal-2021-gooaq-open %R 10.18653/v1/2021.findings-emnlp.38 %U https://aclanthology.org/2021.findings-emnlp.38 %U https://doi.org/10.18653/v1/2021.findings-emnlp.38 %P 421-433 %0 Conference Proceedings %T Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions %A Ferrando, Javier %A Costa-jussà, Marta R. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ferrando-costa-jussa-2021-attention-weights %R 10.18653/v1/2021.findings-emnlp.39 %U https://aclanthology.org/2021.findings-emnlp.39 %U https://doi.org/10.18653/v1/2021.findings-emnlp.39 %P 434-443 %0 Conference Proceedings %T BFClass: A Backdoor-free Text Classification Framework %A Li, Zichao %A Mekala, Dheeraj %A Dong, Chengyu %A Shang, Jingbo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-bfclass-backdoor %R 10.18653/v1/2021.findings-emnlp.40 %U https://aclanthology.org/2021.findings-emnlp.40 %U https://doi.org/10.18653/v1/2021.findings-emnlp.40 %P 444-453 %0 Conference Proceedings %T Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models %A Kim, Taeuk %A Li, Bowen %A Lee, Sang-goo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kim-etal-2021-multilingual-chart-based %R 10.18653/v1/2021.findings-emnlp.41 %U https://aclanthology.org/2021.findings-emnlp.41 %U https://doi.org/10.18653/v1/2021.findings-emnlp.41 %P 454-463 %0 Conference Proceedings %T Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings %A Wang, Kai %A Liu, Yu %A Lin, Dan %A Sheng, Michael %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-hyperbolic-geometry %R 10.18653/v1/2021.findings-emnlp.42 %U https://aclanthology.org/2021.findings-emnlp.42 %U https://doi.org/10.18653/v1/2021.findings-emnlp.42 %P 464-474 %0 Conference Proceedings %T CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade %A Li, Lei %A Lin, Yankai %A Chen, Deli %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 Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-cascadebert-accelerating %R 10.18653/v1/2021.findings-emnlp.43 %U https://aclanthology.org/2021.findings-emnlp.43 %U https://doi.org/10.18653/v1/2021.findings-emnlp.43 %P 475-486 %0 Conference Proceedings %T Semi-supervised Relation Extraction via Incremental Meta Self-Training %A Hu, Xuming %A Zhang, Chenwei %A Ma, Fukun %A Liu, Chenyao %A Wen, Lijie %A Yu, Philip S. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F hu-etal-2021-semi-supervised %R 10.18653/v1/2021.findings-emnlp.44 %U https://aclanthology.org/2021.findings-emnlp.44 %U https://doi.org/10.18653/v1/2021.findings-emnlp.44 %P 487-496 %0 Conference Proceedings %T Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning %A Luo, Yichao %A Xu, Yige %A Ye, Jiacheng %A Qiu, Xipeng %A Zhang, Qi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F luo-etal-2021-keyphrase-generation %R 10.18653/v1/2021.findings-emnlp.45 %U https://aclanthology.org/2021.findings-emnlp.45 %U https://doi.org/10.18653/v1/2021.findings-emnlp.45 %P 497-507 %0 Conference Proceedings %T Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation %A Yang, Jinfa %A Shi, Yongjie %A Tong, Xin %A Wang, Robin %A Chen, Taiyan %A Ying, Xianghua %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yang-etal-2021-improving-knowledge-graph %R 10.18653/v1/2021.findings-emnlp.46 %U https://aclanthology.org/2021.findings-emnlp.46 %U https://doi.org/10.18653/v1/2021.findings-emnlp.46 %P 508-517 %0 Conference Proceedings %T Using Question Answering Rewards to Improve Abstractive Summarization %A Gunasekara, Chulaka %A Feigenblat, Guy %A Sznajder, Benjamin %A Aharonov, Ranit %A Joshi, Sachindra %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F gunasekara-etal-2021-using-question %R 10.18653/v1/2021.findings-emnlp.47 %U https://aclanthology.org/2021.findings-emnlp.47 %U https://doi.org/10.18653/v1/2021.findings-emnlp.47 %P 518-526 %0 Conference Proceedings %T Effect Generation Based on Causal Reasoning %A Mu, Feiteng %A Li, Wenjie %A Xie, Zhipeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F mu-etal-2021-effect-generation %R 10.18653/v1/2021.findings-emnlp.48 %U https://aclanthology.org/2021.findings-emnlp.48 %U https://doi.org/10.18653/v1/2021.findings-emnlp.48 %P 527-533 %0 Conference Proceedings %T Distilling Word Meaning in Context from Pre-trained Language Models %A Arase, Yuki %A Kajiwara, Tomoyuki %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F arase-kajiwara-2021-distilling-word %R 10.18653/v1/2021.findings-emnlp.49 %U https://aclanthology.org/2021.findings-emnlp.49 %U https://doi.org/10.18653/v1/2021.findings-emnlp.49 %P 534-546 %0 Conference Proceedings %T Unseen Entity Handling in Complex Question Answering over Knowledge Base via Language Generation %A Huang, Xin %A Kim, Jung-Jae %A Zou, Bowei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F huang-etal-2021-unseen-entity %R 10.18653/v1/2021.findings-emnlp.50 %U https://aclanthology.org/2021.findings-emnlp.50 %U https://doi.org/10.18653/v1/2021.findings-emnlp.50 %P 547-557 %0 Conference Proceedings %T Bidirectional Hierarchical Attention Networks based on Document-level Context for Emotion Cause Extraction %A Hu, Guimin %A Lu, Guangming %A Zhao, Yi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F hu-etal-2021-bidirectional-hierarchical %R 10.18653/v1/2021.findings-emnlp.51 %U https://aclanthology.org/2021.findings-emnlp.51 %U https://doi.org/10.18653/v1/2021.findings-emnlp.51 %P 558-568 %0 Conference Proceedings %T Distantly Supervised Relation Extraction in Federated Settings %A Sui, Dianbo %A Chen, Yubo %A Liu, Kang %A Zhao, Jun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sui-etal-2021-distantly-supervised %R 10.18653/v1/2021.findings-emnlp.52 %U https://aclanthology.org/2021.findings-emnlp.52 %U https://doi.org/10.18653/v1/2021.findings-emnlp.52 %P 569-583 %0 Conference Proceedings %T Casting the Same Sentiment Classification Problem %A Körner, Erik %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 Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F korner-etal-2021-casting-sentiment %R 10.18653/v1/2021.findings-emnlp.53 %U https://aclanthology.org/2021.findings-emnlp.53 %U https://doi.org/10.18653/v1/2021.findings-emnlp.53 %P 584-590 %0 Conference Proceedings %T Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing %A Lukovnikov, Denis %A Daubener, Sina %A Fischer, Asja %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lukovnikov-etal-2021-detecting-compositionally %R 10.18653/v1/2021.findings-emnlp.54 %U https://aclanthology.org/2021.findings-emnlp.54 %U https://doi.org/10.18653/v1/2021.findings-emnlp.54 %P 591-598 %0 Conference Proceedings %T Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification %A Lai, Siyu %A Huang, Hui %A Jing, Dong %A Chen, Yufeng %A Xu, Jinan %A Liu, Jian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lai-etal-2021-saliency-based %R 10.18653/v1/2021.findings-emnlp.55 %U https://aclanthology.org/2021.findings-emnlp.55 %U https://doi.org/10.18653/v1/2021.findings-emnlp.55 %P 599-610 %0 Conference Proceedings %T Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society %A Alam, Firoj %A Shaar, Shaden %A Dalvi, Fahim %A Sajjad, Hassan %A Nikolov, Alex %A Mubarak, Hamdy %A Da San Martino, Giovanni %A Abdelali, Ahmed %A Durrani, Nadir %A Darwish, Kareem %A Al-Homaid, Abdulaziz %A Zaghouani, Wajdi %A Caselli, Tommaso %A Danoe, Gijs %A Stolk, Friso %A Bruntink, Britt %A Nakov, Preslav %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F alam-etal-2021-fighting-covid %R 10.18653/v1/2021.findings-emnlp.56 %U https://aclanthology.org/2021.findings-emnlp.56 %U https://doi.org/10.18653/v1/2021.findings-emnlp.56 %P 611-649 %0 Conference Proceedings %T FANATIC: FAst Noise-Aware TopIc Clustering %A Silburt, Ari %A Subasic, Anja %A Thompson, Evan %A Dsilva, Carmeline %A Fares, Tarec %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F silburt-etal-2021-fanatic-fast %R 10.18653/v1/2021.findings-emnlp.57 %U https://aclanthology.org/2021.findings-emnlp.57 %U https://doi.org/10.18653/v1/2021.findings-emnlp.57 %P 650-663 %0 Conference Proceedings %T Stream-level Latency Evaluation for Simultaneous Machine Translation %A Iranzo-Sánchez, Javier %A Civera Saiz, Jorge %A Juan, Alfons %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F iranzo-sanchez-etal-2021-stream-level %R 10.18653/v1/2021.findings-emnlp.58 %U https://aclanthology.org/2021.findings-emnlp.58 %U https://doi.org/10.18653/v1/2021.findings-emnlp.58 %P 664-670 %0 Conference Proceedings %T TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning %A Wang, Kexin %A Reimers, Nils %A Gurevych, Iryna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-tsdae-using %R 10.18653/v1/2021.findings-emnlp.59 %U https://aclanthology.org/2021.findings-emnlp.59 %U https://doi.org/10.18653/v1/2021.findings-emnlp.59 %P 671-688 %0 Conference Proceedings %T How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology? %A Amrhein, Chantal %A Sennrich, Rico %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F amrhein-sennrich-2021-suitable-subword %R 10.18653/v1/2021.findings-emnlp.60 %U https://aclanthology.org/2021.findings-emnlp.60 %U https://doi.org/10.18653/v1/2021.findings-emnlp.60 %P 689-705 %0 Conference Proceedings %T Rethinking Why Intermediate-Task Fine-Tuning Works %A Chang, Ting-Yun %A Lu, Chi-Jen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chang-lu-2021-rethinking-intermediate %R 10.18653/v1/2021.findings-emnlp.61 %U https://aclanthology.org/2021.findings-emnlp.61 %U https://doi.org/10.18653/v1/2021.findings-emnlp.61 %P 706-713 %0 Conference Proceedings %T Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning %A Jin, Xisen %A Lin, Bill Yuchen %A Rostami, Mohammad %A Ren, Xiang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F jin-etal-2021-learn-continually %R 10.18653/v1/2021.findings-emnlp.62 %U https://aclanthology.org/2021.findings-emnlp.62 %U https://doi.org/10.18653/v1/2021.findings-emnlp.62 %P 714-729 %0 Conference Proceedings %T Efficient Test Time Adapter Ensembling for Low-resource Language Varieties %A Wang, Xinyi %A Tsvetkov, Yulia %A Ruder, Sebastian %A Neubig, Graham %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-efficient-test %R 10.18653/v1/2021.findings-emnlp.63 %U https://aclanthology.org/2021.findings-emnlp.63 %U https://doi.org/10.18653/v1/2021.findings-emnlp.63 %P 730-737 %0 Conference Proceedings %T An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces %A Marchisio, Kelly %A Park, Youngser %A Saad-Eldin, Ali %A Alyakin, Anton %A Duh, Kevin %A Priebe, Carey %A Koehn, Philipp %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F marchisio-etal-2021-analysis-euclidean %R 10.18653/v1/2021.findings-emnlp.64 %U https://aclanthology.org/2021.findings-emnlp.64 %U https://doi.org/10.18653/v1/2021.findings-emnlp.64 %P 738-749 %0 Conference Proceedings %T How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding %A Li, Tianda %A Rashid, Ahmad %A Jafari, Aref %A Sharma, Pranav %A Ghodsi, Ali %A Rezagholizadeh, Mehdi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-select-one %R 10.18653/v1/2021.findings-emnlp.65 %U https://aclanthology.org/2021.findings-emnlp.65 %U https://doi.org/10.18653/v1/2021.findings-emnlp.65 %P 750-762 %0 Conference Proceedings %T Recommend for a Reason: Unlocking the Power of Unsupervised Aspect-Sentiment Co-Extraction %A Li, Zeyu %A Cheng, Wei %A Kshetramade, Reema %A Houser, John %A Chen, Haifeng %A Wang, Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-recommend-reason %R 10.18653/v1/2021.findings-emnlp.66 %U https://aclanthology.org/2021.findings-emnlp.66 %U https://doi.org/10.18653/v1/2021.findings-emnlp.66 %P 763-778 %0 Conference Proceedings %T Learning Hard Retrieval Decoder Attention for Transformers %A Xu, Hongfei %A Liu, Qiuhui %A van Genabith, Josef %A Xiong, Deyi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xu-etal-2021-learning-hard-retrieval %R 10.18653/v1/2021.findings-emnlp.67 %U https://aclanthology.org/2021.findings-emnlp.67 %U https://doi.org/10.18653/v1/2021.findings-emnlp.67 %P 779-785 %0 Conference Proceedings %T Recall and Learn: A Memory-augmented Solver for Math Word Problems %A Huang, Shifeng %A Wang, Jiawei %A Xu, Jiao %A Cao, Da %A Yang, Ming %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F huang-etal-2021-recall-learn %R 10.18653/v1/2021.findings-emnlp.68 %U https://aclanthology.org/2021.findings-emnlp.68 %U https://doi.org/10.18653/v1/2021.findings-emnlp.68 %P 786-796 %0 Conference Proceedings %T An Uncertainty-Aware Encoder for Aspect Detection %A Nguyen, Thi-Nhung %A Nguyen, Kiem-Hieu %A Song, Young-In %A Cao, Tuan-Dung %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F nguyen-etal-2021-uncertainty-aware %R 10.18653/v1/2021.findings-emnlp.69 %U https://aclanthology.org/2021.findings-emnlp.69 %U https://doi.org/10.18653/v1/2021.findings-emnlp.69 %P 797-806 %0 Conference Proceedings %T Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations %A Gao, Jun %A Liu, Yuhan %A Deng, Haolin %A Wang, Wei %A Cao, Yu %A Du, Jiachen %A Xu, Ruifeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F gao-etal-2021-improving-empathetic %R 10.18653/v1/2021.findings-emnlp.70 %U https://aclanthology.org/2021.findings-emnlp.70 %U https://doi.org/10.18653/v1/2021.findings-emnlp.70 %P 807-819 %0 Conference Proceedings %T Probing Across Time: What Does RoBERTa Know and When? %A Liu, Zeyu %A Wang, Yizhong %A Kasai, Jungo %A Hajishirzi, Hannaneh %A Smith, Noah A. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-etal-2021-probing-across %R 10.18653/v1/2021.findings-emnlp.71 %U https://aclanthology.org/2021.findings-emnlp.71 %U https://doi.org/10.18653/v1/2021.findings-emnlp.71 %P 820-842 %0 Conference Proceedings %T Knowledge-Guided Paraphrase Identification %A Wang, Haoyu %A Ma, Fenglong %A Wang, Yaqing %A Gao, Jing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-knowledge-guided %R 10.18653/v1/2021.findings-emnlp.72 %U https://aclanthology.org/2021.findings-emnlp.72 %U https://doi.org/10.18653/v1/2021.findings-emnlp.72 %P 843-853 %0 Conference Proceedings %T R2-D2: A Modular Baseline for Open-Domain Question Answering %A Fajcik, Martin %A Docekal, Martin %A Ondrej, Karel %A Smrz, Pavel %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F fajcik-etal-2021-r2-d2 %R 10.18653/v1/2021.findings-emnlp.73 %U https://aclanthology.org/2021.findings-emnlp.73 %U https://doi.org/10.18653/v1/2021.findings-emnlp.73 %P 854-870 %0 Conference Proceedings %T What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability %A Liu, Yaochen %A Zhang, Yazhou %A Li, Qiuchi %A Wang, Benyou %A Song, Dawei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-etal-2021-smile-mean %R 10.18653/v1/2021.findings-emnlp.74 %U https://aclanthology.org/2021.findings-emnlp.74 %U https://doi.org/10.18653/v1/2021.findings-emnlp.74 %P 871-880 %0 Conference Proceedings %T Discovering Representation Sprachbund For Multilingual Pre-Training %A Fan, Yimin %A Liang, Yaobo %A Muzio, Alexandre %A Hassan, Hany %A Li, Houqiang %A Zhou, Ming %A Duan, Nan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F fan-etal-2021-discovering-representation %R 10.18653/v1/2021.findings-emnlp.75 %U https://aclanthology.org/2021.findings-emnlp.75 %U https://doi.org/10.18653/v1/2021.findings-emnlp.75 %P 881-894 %0 Conference Proceedings %T Plan-then-Generate: Controlled Data-to-Text Generation via Planning %A Su, Yixuan %A Vandyke, David %A Wang, Sihui %A Fang, Yimai %A Collier, Nigel %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F su-etal-2021-plan-generate %R 10.18653/v1/2021.findings-emnlp.76 %U https://aclanthology.org/2021.findings-emnlp.76 %U https://doi.org/10.18653/v1/2021.findings-emnlp.76 %P 895-909 %0 Conference Proceedings %T Few-Shot Table-to-Text Generation with Prototype Memory %A Su, Yixuan %A Meng, Zaiqiao %A Baker, Simon %A Collier, Nigel %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F su-etal-2021-shot-table %R 10.18653/v1/2021.findings-emnlp.77 %U https://aclanthology.org/2021.findings-emnlp.77 %U https://doi.org/10.18653/v1/2021.findings-emnlp.77 %P 910-917 %0 Conference Proceedings %T Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation %A Zheng, Hua %A Li, Lei %A Dai, Damai %A Chen, Deli %A Liu, Tianyu %A Sun, Xu %A Liu, Yang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zheng-etal-2021-leveraging-word %R 10.18653/v1/2021.findings-emnlp.78 %U https://aclanthology.org/2021.findings-emnlp.78 %U https://doi.org/10.18653/v1/2021.findings-emnlp.78 %P 918-923 %0 Conference Proceedings %T Exploiting Curriculum Learning in Unsupervised Neural Machine Translation %A Lu, Jinliang %A Zhang, Jiajun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lu-zhang-2021-exploiting-curriculum %R 10.18653/v1/2021.findings-emnlp.79 %U https://aclanthology.org/2021.findings-emnlp.79 %U https://doi.org/10.18653/v1/2021.findings-emnlp.79 %P 924-934 %0 Conference Proceedings %T Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval %A Trijakwanich, Nattapol %A Limkonchotiwat, Peerat %A Sarwar, Raheem %A Phatthiyaphaibun, Wannaphong %A Chuangsuwanich, Ekapol %A Nutanong, Sarana %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F trijakwanich-etal-2021-robust-fragment %R 10.18653/v1/2021.findings-emnlp.80 %U https://aclanthology.org/2021.findings-emnlp.80 %U https://doi.org/10.18653/v1/2021.findings-emnlp.80 %P 935-944 %0 Conference Proceedings %T Towards Improving Adversarial Training of NLP Models %A Yoo, Jin Yong %A Qi, Yanjun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yoo-qi-2021-towards-improving %R 10.18653/v1/2021.findings-emnlp.81 %U https://aclanthology.org/2021.findings-emnlp.81 %U https://doi.org/10.18653/v1/2021.findings-emnlp.81 %P 945-956 %0 Conference Proceedings %T To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence %A Ziems, Caleb %A Yang, Diyi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ziems-yang-2021-protect-serve %R 10.18653/v1/2021.findings-emnlp.82 %U https://aclanthology.org/2021.findings-emnlp.82 %U https://doi.org/10.18653/v1/2021.findings-emnlp.82 %P 957-976 %0 Conference Proceedings %T Calibrate your listeners! Robust communication-based training for pragmatic speakers %A Wang, Rose %A White, Julia %A Mu, Jesse %A Goodman, Noah %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-calibrate-listeners %R 10.18653/v1/2021.findings-emnlp.83 %U https://aclanthology.org/2021.findings-emnlp.83 %U https://doi.org/10.18653/v1/2021.findings-emnlp.83 %P 977-984 %0 Conference Proceedings %T When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions %A Huang, ZiXian %A Wu, Ao %A Shen, Yulin %A Cheng, Gong %A Qu, Yuzhong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F huang-etal-2021-retriever-reader %R 10.18653/v1/2021.findings-emnlp.84 %U https://aclanthology.org/2021.findings-emnlp.84 %U https://doi.org/10.18653/v1/2021.findings-emnlp.84 %P 985-994 %0 Conference Proceedings %T Structured abbreviation expansion in context %A Gorman, Kyle %A Kirov, Christo %A Roark, Brian %A Sproat, Richard %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F gorman-etal-2021-structured-abbreviation %R 10.18653/v1/2021.findings-emnlp.85 %U https://aclanthology.org/2021.findings-emnlp.85 %U https://doi.org/10.18653/v1/2021.findings-emnlp.85 %P 995-1005 %0 Conference Proceedings %T Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding %A Li, Shiyang %A Yavuz, Semih %A Chen, Wenhu %A Yan, Xifeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-task-adaptive %R 10.18653/v1/2021.findings-emnlp.86 %U https://aclanthology.org/2021.findings-emnlp.86 %U https://doi.org/10.18653/v1/2021.findings-emnlp.86 %P 1006-1015 %0 Conference Proceedings %T CNNBiF: CNN-based Bigram Features for Named Entity Recognition %A Sung, Chul %A Goel, Vaibhava %A Marcheret, Etienne %A Rennie, Steven %A Nahamoo, David %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sung-etal-2021-cnnbif-cnn %R 10.18653/v1/2021.findings-emnlp.87 %U https://aclanthology.org/2021.findings-emnlp.87 %U https://doi.org/10.18653/v1/2021.findings-emnlp.87 %P 1016-1021 %0 Conference Proceedings %T Compositional Generalization via Semantic Tagging %A Zheng, Hao %A Lapata, Mirella %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zheng-lapata-2021-compositional-generalization %R 10.18653/v1/2021.findings-emnlp.88 %U https://aclanthology.org/2021.findings-emnlp.88 %U https://doi.org/10.18653/v1/2021.findings-emnlp.88 %P 1022-1032 %0 Conference Proceedings %T Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering %A Lin, Zhe %A Cai, Yitao %A Wan, Xiaojun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lin-etal-2021-towards-document-level %R 10.18653/v1/2021.findings-emnlp.89 %U https://aclanthology.org/2021.findings-emnlp.89 %U https://doi.org/10.18653/v1/2021.findings-emnlp.89 %P 1033-1044 %0 Conference Proceedings %T Exploring Decomposition for Table-based Fact Verification %A Yang, Xiaoyu %A Zhu, Xiaodan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yang-zhu-2021-exploring-decomposition %R 10.18653/v1/2021.findings-emnlp.90 %U https://aclanthology.org/2021.findings-emnlp.90 %U https://doi.org/10.18653/v1/2021.findings-emnlp.90 %P 1045-1052 %0 Conference Proceedings %T Diversity and Consistency: Exploring Visual Question-Answer Pair Generation %A Yang, Sen %A Zhou, Qingyu %A Feng, Dawei %A Liu, Yang %A Li, Chao %A Cao, Yunbo %A Li, Dongsheng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yang-etal-2021-diversity-consistency %R 10.18653/v1/2021.findings-emnlp.91 %U https://aclanthology.org/2021.findings-emnlp.91 %U https://doi.org/10.18653/v1/2021.findings-emnlp.91 %P 1053-1066 %0 Conference Proceedings %T Entity-level Cross-modal Learning Improves Multi-modal Machine Translation %A Huang, Xin %A Zhang, Jiajun %A Zong, Chengqing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F huang-etal-2021-entity-level-cross %R 10.18653/v1/2021.findings-emnlp.92 %U https://aclanthology.org/2021.findings-emnlp.92 %U https://doi.org/10.18653/v1/2021.findings-emnlp.92 %P 1067-1080 %0 Conference Proceedings %T Learning to Ground Visual Objects for Visual Dialog %A Chen, Feilong %A Chen, Xiuyi %A Xu, Can %A Jiang, Daxin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chen-etal-2021-learning-ground %R 10.18653/v1/2021.findings-emnlp.93 %U https://aclanthology.org/2021.findings-emnlp.93 %U https://doi.org/10.18653/v1/2021.findings-emnlp.93 %P 1081-1091 %0 Conference Proceedings %T KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple Subgoals %A Zhang, Jun %A Yang, Yan %A Chen, Chencai %A He, Liang %A Yu, Zhou %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-kers-knowledge %R 10.18653/v1/2021.findings-emnlp.94 %U https://aclanthology.org/2021.findings-emnlp.94 %U https://doi.org/10.18653/v1/2021.findings-emnlp.94 %P 1092-1101 %0 Conference Proceedings %T Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension %A Zhu, Haichao %A Wang, Zekun %A Zhang, Heng %A Liu, Ming %A Zhao, Sendong %A Qin, Bing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhu-etal-2021-less-domain %R 10.18653/v1/2021.findings-emnlp.95 %U https://aclanthology.org/2021.findings-emnlp.95 %U https://doi.org/10.18653/v1/2021.findings-emnlp.95 %P 1102-1113 %0 Conference Proceedings %T Effectiveness of Pre-training for Few-shot Intent Classification %A Zhang, Haode %A Zhang, Yuwei %A Zhan, Li-Ming %A Chen, Jiaxin %A Shi, Guangyuan %A Wu, Xiao-Ming %A Lam, Albert Y.S. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-effectiveness-pre %R 10.18653/v1/2021.findings-emnlp.96 %U https://aclanthology.org/2021.findings-emnlp.96 %U https://doi.org/10.18653/v1/2021.findings-emnlp.96 %P 1114-1120 %0 Conference Proceedings %T Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment %A Qi, MengNan %A Liu, Hao %A Fu, YuZhuo %A Liu, Ting %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F qi-etal-2021-improving-abstractive %R 10.18653/v1/2021.findings-emnlp.97 %U https://aclanthology.org/2021.findings-emnlp.97 %U https://doi.org/10.18653/v1/2021.findings-emnlp.97 %P 1121-1130 %0 Conference Proceedings %T Learning to Answer Psychological Questionnaire for Personality Detection %A Yang, Feifan %A Yang, Tao %A Quan, Xiaojun %A Su, Qinliang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yang-etal-2021-learning-answer %R 10.18653/v1/2021.findings-emnlp.98 %U https://aclanthology.org/2021.findings-emnlp.98 %U https://doi.org/10.18653/v1/2021.findings-emnlp.98 %P 1131-1142 %0 Conference Proceedings %T Exploiting Reasoning Chains for Multi-hop Science Question Answering %A Xu, Weiwen %A Deng, Yang %A Zhang, Huihui %A Cai, Deng %A Lam, Wai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xu-etal-2021-exploiting-reasoning %R 10.18653/v1/2021.findings-emnlp.99 %U https://aclanthology.org/2021.findings-emnlp.99 %U https://doi.org/10.18653/v1/2021.findings-emnlp.99 %P 1143-1156 %0 Conference Proceedings %T Winnowing Knowledge for Multi-choice Question Answering %A Li, Yeqiu %A Zou, Bowei %A Li, Zhifeng %A Aw, Ai Ti %A Hong, Yu %A Zhu, Qiaoming %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-winnowing-knowledge %R 10.18653/v1/2021.findings-emnlp.100 %U https://aclanthology.org/2021.findings-emnlp.100 %U https://doi.org/10.18653/v1/2021.findings-emnlp.100 %P 1157-1165 %0 Conference Proceedings %T Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts %A Spinde, Timo %A Plank, Manuel %A Krieger, Jan-David %A Ruas, Terry %A Gipp, Bela %A Aizawa, Akiko %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F spinde-etal-2021-neural-media %R 10.18653/v1/2021.findings-emnlp.101 %U https://aclanthology.org/2021.findings-emnlp.101 %U https://doi.org/10.18653/v1/2021.findings-emnlp.101 %P 1166-1177 %0 Conference Proceedings %T Learning and Evaluating a Differentially Private Pre-trained Language Model %A Hoory, Shlomo %A Feder, Amir %A Tendler, Avichai %A Erell, Sofia %A Peled-Cohen, Alon %A Laish, Itay %A Nakhost, Hootan %A Stemmer, Uri %A Benjamini, Ayelet %A Hassidim, Avinatan %A Matias, Yossi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F hoory-etal-2021-learning-evaluating %R 10.18653/v1/2021.findings-emnlp.102 %U https://aclanthology.org/2021.findings-emnlp.102 %U https://doi.org/10.18653/v1/2021.findings-emnlp.102 %P 1178-1189 %0 Conference Proceedings %T Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions %A Mohapatra, Biswesh %A Pandey, Gaurav %A Contractor, Danish %A Joshi, Sachindra %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F mohapatra-etal-2021-simulated-chats %R 10.18653/v1/2021.findings-emnlp.103 %U https://aclanthology.org/2021.findings-emnlp.103 %U https://doi.org/10.18653/v1/2021.findings-emnlp.103 %P 1190-1203 %0 Conference Proceedings %T Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge %A Li, Jiangnan %A Lin, Zheng %A Fu, Peng %A Wang, Weiping %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-past-present %R 10.18653/v1/2021.findings-emnlp.104 %U https://aclanthology.org/2021.findings-emnlp.104 %U https://doi.org/10.18653/v1/2021.findings-emnlp.104 %P 1204-1214 %0 Conference Proceedings %T An unsupervised framework for tracing textual sources of moral change %A Ramezani, Aida %A Zhu, Zining %A Rudzicz, Frank %A Xu, Yang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ramezani-etal-2021-unsupervised-framework %R 10.18653/v1/2021.findings-emnlp.105 %U https://aclanthology.org/2021.findings-emnlp.105 %U https://doi.org/10.18653/v1/2021.findings-emnlp.105 %P 1215-1228 %0 Conference Proceedings %T Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization %A Liu, Junpeng %A Zou, Yanyan %A Zhang, Hainan %A Chen, Hongshen %A Ding, Zhuoye %A Yuan, Caixia %A Wang, Xiaojie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-etal-2021-topic-aware %R 10.18653/v1/2021.findings-emnlp.106 %U https://aclanthology.org/2021.findings-emnlp.106 %U https://doi.org/10.18653/v1/2021.findings-emnlp.106 %P 1229-1243 %0 Conference Proceedings %T TWT: Table with Written Text for Controlled Data-to-Text Generation %A Li, Tongliang %A Fang, Lei %A Lou, Jian-Guang %A Li, Zhoujun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-twt-table %R 10.18653/v1/2021.findings-emnlp.107 %U https://aclanthology.org/2021.findings-emnlp.107 %U https://doi.org/10.18653/v1/2021.findings-emnlp.107 %P 1244-1254 %0 Conference Proceedings %T ArabicTransformer: Efficient Large Arabic Language Model with Funnel Transformer and ELECTRA Objective %A Alrowili, Sultan %A Shanker, Vijay %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F alrowili-shanker-2021-arabictransformer-efficient %R 10.18653/v1/2021.findings-emnlp.108 %U https://aclanthology.org/2021.findings-emnlp.108 %U https://doi.org/10.18653/v1/2021.findings-emnlp.108 %P 1255-1261 %0 Conference Proceedings %T Which is Making the Contribution: Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis %A Zeng, Ying %A Mai, Sijie %A Hu, Haifeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zeng-etal-2021-making-contribution %R 10.18653/v1/2021.findings-emnlp.109 %U https://aclanthology.org/2021.findings-emnlp.109 %U https://doi.org/10.18653/v1/2021.findings-emnlp.109 %P 1262-1274 %0 Conference Proceedings %T CVAE-based Re-anchoring for Implicit Discourse Relation Classification %A Dou, Zujun %A Hong, Yu %A Sun, Yu %A Zhou, Guodong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F dou-etal-2021-cvae-based %R 10.18653/v1/2021.findings-emnlp.110 %U https://aclanthology.org/2021.findings-emnlp.110 %U https://doi.org/10.18653/v1/2021.findings-emnlp.110 %P 1275-1283 %0 Conference Proceedings %T Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation %A Zhu, Qingqing %A Chen, Xiuying %A Wu, Pengfei %A Liu, JunFei %A Zhao, Dongyan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhu-etal-2021-combining-curriculum-learning %R 10.18653/v1/2021.findings-emnlp.111 %U https://aclanthology.org/2021.findings-emnlp.111 %U https://doi.org/10.18653/v1/2021.findings-emnlp.111 %P 1284-1295 %0 Conference Proceedings %T Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task %A Lee, Yohan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lee-2021-improving-end %R 10.18653/v1/2021.findings-emnlp.112 %U https://aclanthology.org/2021.findings-emnlp.112 %U https://doi.org/10.18653/v1/2021.findings-emnlp.112 %P 1296-1303 %0 Conference Proceedings %T EDTC: A Corpus for Discourse-Level Topic Chain Parsing %A Zhang, Longyin %A Tan, Xin %A Kong, Fang %A Zhou, Guodong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-edtc-corpus %R 10.18653/v1/2021.findings-emnlp.113 %U https://aclanthology.org/2021.findings-emnlp.113 %U https://doi.org/10.18653/v1/2021.findings-emnlp.113 %P 1304-1312 %0 Conference Proceedings %T Multilingual Neural Machine Translation: Can Linguistic Hierarchies Help? %A Saleh, Fahimeh %A Buntine, Wray %A Haffari, Gholamreza %A Du, Lan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F saleh-etal-2021-multilingual-neural %R 10.18653/v1/2021.findings-emnlp.114 %U https://aclanthology.org/2021.findings-emnlp.114 %U https://doi.org/10.18653/v1/2021.findings-emnlp.114 %P 1313-1330 %0 Conference Proceedings %T Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension %A Yu, Guoxin %A Li, Jiwei %A Luo, Ling %A Meng, Yuxian %A Ao, Xiang %A He, Qing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yu-etal-2021-self-question-answering %R 10.18653/v1/2021.findings-emnlp.115 %U https://aclanthology.org/2021.findings-emnlp.115 %U https://doi.org/10.18653/v1/2021.findings-emnlp.115 %P 1331-1342 %0 Conference Proceedings %T Generalization in Text-based Games via Hierarchical Reinforcement Learning %A Xu, Yunqiu %A Fang, Meng %A Chen, Ling %A Du, Yali %A Zhang, Chengqi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xu-etal-2021-generalization-text %R 10.18653/v1/2021.findings-emnlp.116 %U https://aclanthology.org/2021.findings-emnlp.116 %U https://doi.org/10.18653/v1/2021.findings-emnlp.116 %P 1343-1353 %0 Conference Proceedings %T A Finer-grain Universal Dialogue Semantic Structures based Model For Abstractive Dialogue Summarization %A Lei, Yuejie %A Zheng, Fujia %A Yan, Yuanmeng %A He, Keqing %A Xu, Weiran %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lei-etal-2021-finer-grain %R 10.18653/v1/2021.findings-emnlp.117 %U https://aclanthology.org/2021.findings-emnlp.117 %U https://doi.org/10.18653/v1/2021.findings-emnlp.117 %P 1354-1364 %0 Conference Proceedings %T Constructing contrastive samples via summarization for text classification with limited annotations %A Du, Yangkai %A Ma, Tengfei %A Wu, Lingfei %A Xu, Fangli %A Zhang, Xuhong %A Long, Bo %A Ji, Shouling %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F du-etal-2021-constructing-contrastive %R 10.18653/v1/2021.findings-emnlp.118 %U https://aclanthology.org/2021.findings-emnlp.118 %U https://doi.org/10.18653/v1/2021.findings-emnlp.118 %P 1365-1376 %0 Conference Proceedings %T End-to-end Neural Information Status Classification %A Hou, Yufang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F hou-2021-end-end %R 10.18653/v1/2021.findings-emnlp.119 %U https://aclanthology.org/2021.findings-emnlp.119 %U https://doi.org/10.18653/v1/2021.findings-emnlp.119 %P 1377-1388 %0 Conference Proceedings %T EventKE: Event-Enhanced Knowledge Graph Embedding %A Zhang, Zixuan %A Wang, Hongwei %A Zhao, Han %A Tong, Hanghang %A Ji, Heng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-eventke-event %R 10.18653/v1/2021.findings-emnlp.120 %U https://aclanthology.org/2021.findings-emnlp.120 %U https://doi.org/10.18653/v1/2021.findings-emnlp.120 %P 1389-1400 %0 Conference Proceedings %T Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model %A Zhang, Shaolei %A Feng, Yang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-feng-2021-modeling-concentrated %R 10.18653/v1/2021.findings-emnlp.121 %U https://aclanthology.org/2021.findings-emnlp.121 %U https://doi.org/10.18653/v1/2021.findings-emnlp.121 %P 1401-1411 %0 Conference Proceedings %T Inconsistency Matters: A Knowledge-guided Dual-inconsistency Network for Multi-modal Rumor Detection %A Sun, Mengzhu %A Zhang, Xi %A Ma, Jianqiang %A Liu, Yazheng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sun-etal-2021-inconsistency-matters %R 10.18653/v1/2021.findings-emnlp.122 %U https://aclanthology.org/2021.findings-emnlp.122 %U https://doi.org/10.18653/v1/2021.findings-emnlp.122 %P 1412-1423 %0 Conference Proceedings %T EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation %A Dong, Chenhe %A Wang, Guangrun %A Xu, Hang %A Peng, Jiefeng %A Ren, Xiaozhe %A Liang, Xiaodan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F dong-etal-2021-efficientbert-progressively %R 10.18653/v1/2021.findings-emnlp.123 %U https://aclanthology.org/2021.findings-emnlp.123 %U https://doi.org/10.18653/v1/2021.findings-emnlp.123 %P 1424-1437 %0 Conference Proceedings %T Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving %A Qi, Tao %A Wu, Fangzhao %A Wu, Chuhan %A Huang, Yongfeng %A Xie, Xing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F qi-etal-2021-uni-fedrec %R 10.18653/v1/2021.findings-emnlp.124 %U https://aclanthology.org/2021.findings-emnlp.124 %U https://doi.org/10.18653/v1/2021.findings-emnlp.124 %P 1438-1448 %0 Conference Proceedings %T Mapping Language to Programs using Multiple Reward Components with Inverse Reinforcement Learning %A Ghosh, Sayan %A Srivastava, Shashank %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ghosh-srivastava-2021-mapping-language %R 10.18653/v1/2021.findings-emnlp.125 %U https://aclanthology.org/2021.findings-emnlp.125 %U https://doi.org/10.18653/v1/2021.findings-emnlp.125 %P 1449-1462 %0 Conference Proceedings %T Topic-Guided Abstractive Multi-Document Summarization %A Cui, Peng %A Hu, Le %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F cui-hu-2021-topic-guided %R 10.18653/v1/2021.findings-emnlp.126 %U https://aclanthology.org/2021.findings-emnlp.126 %U https://doi.org/10.18653/v1/2021.findings-emnlp.126 %P 1463-1472 %0 Conference Proceedings %T An Edge-Enhanced Hierarchical Graph-to-Tree Network for Math Word Problem Solving %A Wu, Qinzhuo %A Zhang, Qi %A Wei, Zhongyu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wu-etal-2021-edge-enhanced %R 10.18653/v1/2021.findings-emnlp.127 %U https://aclanthology.org/2021.findings-emnlp.127 %U https://doi.org/10.18653/v1/2021.findings-emnlp.127 %P 1473-1482 %0 Conference Proceedings %T SciXGen: A Scientific Paper Dataset for Context-Aware Text Generation %A Chen, Hong %A Takamura, Hiroya %A Nakayama, Hideki %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chen-etal-2021-scixgen-scientific %R 10.18653/v1/2021.findings-emnlp.128 %U https://aclanthology.org/2021.findings-emnlp.128 %U https://doi.org/10.18653/v1/2021.findings-emnlp.128 %P 1483-1492 %0 Conference Proceedings %T Don’t Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting %A Feng, Yi %A Wang, Ting %A Li, Chuanyi %A Ng, Vincent %A Ge, Jidong %A Luo, Bin %A Hu, Yucheng %A Zhang, Xiaopeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F feng-etal-2021-dont-miss %R 10.18653/v1/2021.findings-emnlp.129 %U https://aclanthology.org/2021.findings-emnlp.129 %U https://doi.org/10.18653/v1/2021.findings-emnlp.129 %P 1493-1503 %0 Conference Proceedings %T Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph %A Chairatanakul, Nuttapong %A Sriwatanasakdi, Noppayut %A Charoenphakdee, Nontawat %A Liu, Xin %A Murata, Tsuyoshi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chairatanakul-etal-2021-cross-lingual %R 10.18653/v1/2021.findings-emnlp.130 %U https://aclanthology.org/2021.findings-emnlp.130 %U https://doi.org/10.18653/v1/2021.findings-emnlp.130 %P 1504-1517 %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 Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-improving-distantly %R 10.18653/v1/2021.findings-emnlp.131 %U https://aclanthology.org/2021.findings-emnlp.131 %U https://doi.org/10.18653/v1/2021.findings-emnlp.131 %P 1518-1529 %0 Conference Proceedings %T Entity-Based Semantic Adequacy for Data-to-Text Generation %A Faille, Juliette %A Gatt, Albert %A Gardent, Claire %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F faille-etal-2021-entity-based %R 10.18653/v1/2021.findings-emnlp.132 %U https://aclanthology.org/2021.findings-emnlp.132 %U https://doi.org/10.18653/v1/2021.findings-emnlp.132 %P 1530-1540 %0 Conference Proceedings %T MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization %A Xu, Xinnuo %A Dušek, Ondřej %A Narayan, Shashi %A Rieser, Verena %A Konstas, Ioannis %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xu-etal-2021-miranews-dataset %R 10.18653/v1/2021.findings-emnlp.133 %U https://aclanthology.org/2021.findings-emnlp.133 %U https://doi.org/10.18653/v1/2021.findings-emnlp.133 %P 1541-1552 %0 Conference Proceedings %T A Conditional Generative Matching Model for Multi-lingual Reply Suggestion %A Deb, Budhaditya %A Zheng, Guoqing %A Shokouhi, Milad %A Awadallah, Ahmed Hassan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F deb-etal-2021-conditional-generative %R 10.18653/v1/2021.findings-emnlp.134 %U https://aclanthology.org/2021.findings-emnlp.134 %U https://doi.org/10.18653/v1/2021.findings-emnlp.134 %P 1553-1568 %0 Conference Proceedings %T Rethinking Sentiment Style Transfer %A Yu, Ping %A Zhao, Yang %A Li, Chunyuan %A Chen, Changyou %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yu-etal-2021-rethinking-sentiment %R 10.18653/v1/2021.findings-emnlp.135 %U https://aclanthology.org/2021.findings-emnlp.135 %U https://doi.org/10.18653/v1/2021.findings-emnlp.135 %P 1569-1582 %0 Conference Proceedings %T HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge %A Tian, Yufei %A Sridhar, Arvind krishna %A Peng, Nanyun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F tian-etal-2021-hypogen-hyperbole %R 10.18653/v1/2021.findings-emnlp.136 %U https://aclanthology.org/2021.findings-emnlp.136 %U https://doi.org/10.18653/v1/2021.findings-emnlp.136 %P 1583-1593 %0 Conference Proceedings %T Profiling News Discourse Structure Using Explicit Subtopic Structures Guided Critics %A Choubey, Prafulla Kumar %A Huang, Ruihong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F choubey-huang-2021-profiling-news %R 10.18653/v1/2021.findings-emnlp.137 %U https://aclanthology.org/2021.findings-emnlp.137 %U https://doi.org/10.18653/v1/2021.findings-emnlp.137 %P 1594-1605 %0 Conference Proceedings %T ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection %A Nimah, Iftitahu %A Fang, Meng %A Menkovski, Vlado %A Pechenizkiy, Mykola %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F nimah-etal-2021-protoinfomax-prototypical %R 10.18653/v1/2021.findings-emnlp.138 %U https://aclanthology.org/2021.findings-emnlp.138 %U https://doi.org/10.18653/v1/2021.findings-emnlp.138 %P 1606-1617 %0 Conference Proceedings %T Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework %A Wang, Yaqing %A Chu, Haoda %A Zhang, Chao %A Gao, Jing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-learning-language-description %R 10.18653/v1/2021.findings-emnlp.139 %U https://aclanthology.org/2021.findings-emnlp.139 %U https://doi.org/10.18653/v1/2021.findings-emnlp.139 %P 1618-1630 %0 Conference Proceedings %T BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks %A Lai, Tuan %A Ji, Heng %A Zhai, ChengXiang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lai-etal-2021-bert-might %R 10.18653/v1/2021.findings-emnlp.140 %U https://aclanthology.org/2021.findings-emnlp.140 %U https://doi.org/10.18653/v1/2021.findings-emnlp.140 %P 1631-1639 %0 Conference Proceedings %T Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality %A Aguilar, Gustavo %A McCann, Bryan %A Niu, Tong %A Rajani, Nazneen %A Keskar, Nitish Shirish %A Solorio, Thamar %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F aguilar-etal-2021-char2subword-extending %R 10.18653/v1/2021.findings-emnlp.141 %U https://aclanthology.org/2021.findings-emnlp.141 %U https://doi.org/10.18653/v1/2021.findings-emnlp.141 %P 1640-1651 %0 Conference Proceedings %T Exploring Multitask Learning for Low-Resource Abstractive Summarization %A Magooda, Ahmed %A Litman, Diane %A Elaraby, Mohamed %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F magooda-etal-2021-exploring-multitask %R 10.18653/v1/2021.findings-emnlp.142 %U https://aclanthology.org/2021.findings-emnlp.142 %U https://doi.org/10.18653/v1/2021.findings-emnlp.142 %P 1652-1661 %0 Conference Proceedings %T Conical Classification For Efficient One-Class Topic Determination %A Khanna, Sameer %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F khanna-2021-conical-classification %R 10.18653/v1/2021.findings-emnlp.143 %U https://aclanthology.org/2021.findings-emnlp.143 %U https://doi.org/10.18653/v1/2021.findings-emnlp.143 %P 1662-1673 %0 Conference Proceedings %T Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation %A Manotumruksa, Jarana %A Dalton, Jeff %A Meij, Edgar %A Yilmaz, Emine %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F manotumruksa-etal-2021-improving-dialogue %R 10.18653/v1/2021.findings-emnlp.144 %U https://aclanthology.org/2021.findings-emnlp.144 %U https://doi.org/10.18653/v1/2021.findings-emnlp.144 %P 1674-1683 %0 Conference Proceedings %T TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling %A Xie, Huiyuan %A Liu, Zhenghao %A Xiong, Chenyan %A Liu, Zhiyuan %A Copestake, Ann %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xie-etal-2021-tiage-benchmark %R 10.18653/v1/2021.findings-emnlp.145 %U https://aclanthology.org/2021.findings-emnlp.145 %U https://doi.org/10.18653/v1/2021.findings-emnlp.145 %P 1684-1690 %0 Conference Proceedings %T Optimal Neural Program Synthesis from Multimodal Specifications %A Ye, Xi %A Chen, Qiaochu %A Dillig, Isil %A Durrett, Greg %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ye-etal-2021-optimal-neural %R 10.18653/v1/2021.findings-emnlp.146 %U https://aclanthology.org/2021.findings-emnlp.146 %U https://doi.org/10.18653/v1/2021.findings-emnlp.146 %P 1691-1704 %0 Conference Proceedings %T Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations %A Liu, Shifeng %A Sun, Yifang %A Li, Bing %A Wang, Wei %A Bourgeois, Florence T. %A Dunn, Adam G. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-etal-2021-sent2span-span %R 10.18653/v1/2021.findings-emnlp.147 %U https://aclanthology.org/2021.findings-emnlp.147 %U https://doi.org/10.18653/v1/2021.findings-emnlp.147 %P 1705-1715 %0 Conference Proceedings %T When in Doubt: Improving Classification Performance with Alternating Normalization %A Jia, Menglin %A Reiter, Austin %A Lim, Ser-Nam %A Artzi, Yoav %A Cardie, Claire %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F jia-etal-2021-doubt-improving %R 10.18653/v1/2021.findings-emnlp.148 %U https://aclanthology.org/2021.findings-emnlp.148 %U https://doi.org/10.18653/v1/2021.findings-emnlp.148 %P 1716-1723 %0 Conference Proceedings %T APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing %A Li, Ying %A Zhang, Meishan %A Li, Zhenghua %A Zhang, Min %A Wang, Zhefeng %A Huai, Baoxing %A Yuan, Nicholas Jing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-apgn-adversarial %R 10.18653/v1/2021.findings-emnlp.149 %U https://aclanthology.org/2021.findings-emnlp.149 %U https://doi.org/10.18653/v1/2021.findings-emnlp.149 %P 1724-1733 %0 Conference Proceedings %T “Let Your Characters Tell Their Story”: A Dataset for Character-Centric Narrative Understanding %A Brahman, Faeze %A Huang, Meng %A Tafjord, Oyvind %A Zhao, Chao %A Sachan, Mrinmaya %A Chaturvedi, Snigdha %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F brahman-etal-2021-characters-tell %R 10.18653/v1/2021.findings-emnlp.150 %U https://aclanthology.org/2021.findings-emnlp.150 %U https://doi.org/10.18653/v1/2021.findings-emnlp.150 %P 1734-1752 %0 Conference Proceedings %T Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation %A Raj Khan, Humair %A Gupta, Deepak %A Ekbal, Asif %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F raj-khan-etal-2021-towards-developing %R 10.18653/v1/2021.findings-emnlp.151 %U https://aclanthology.org/2021.findings-emnlp.151 %U https://doi.org/10.18653/v1/2021.findings-emnlp.151 %P 1753-1767 %0 Conference Proceedings %T An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis %A Liang, Yunlong %A Meng, Fandong %A Zhang, Jinchao %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 Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liang-etal-2021-iterative-multi %R 10.18653/v1/2021.findings-emnlp.152 %U https://aclanthology.org/2021.findings-emnlp.152 %U https://doi.org/10.18653/v1/2021.findings-emnlp.152 %P 1768-1780 %0 Conference Proceedings %T Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding %A Ham, Jiyeon %A Kim, Eun-Sol %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ham-kim-2021-semantic-alignment %R 10.18653/v1/2021.findings-emnlp.153 %U https://aclanthology.org/2021.findings-emnlp.153 %U https://doi.org/10.18653/v1/2021.findings-emnlp.153 %P 1781-1791 %0 Conference Proceedings %T fBERT: A Neural Transformer for Identifying Offensive Content %A Sarkar, Diptanu %A Zampieri, Marcos %A Ranasinghe, Tharindu %A Ororbia, Alexander %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sarkar-etal-2021-fbert-neural %R 10.18653/v1/2021.findings-emnlp.154 %U https://aclanthology.org/2021.findings-emnlp.154 %U https://doi.org/10.18653/v1/2021.findings-emnlp.154 %P 1792-1798 %0 Conference Proceedings %T WIKIBIAS: Detecting Multi-Span Subjective Biases in Language %A Zhong, Yang %A Yang, Jingfeng %A Xu, Wei %A Yang, Diyi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhong-etal-2021-wikibias-detecting %R 10.18653/v1/2021.findings-emnlp.155 %U https://aclanthology.org/2021.findings-emnlp.155 %U https://doi.org/10.18653/v1/2021.findings-emnlp.155 %P 1799-1814 %0 Conference Proceedings %T UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings %A Li, Zhi %A Zhai, Yuchen %A Wang, Chengyu %A Qiu, Minghui %A Li, Kailiang %A Zhang, Yin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-uncle-explicitly %R 10.18653/v1/2021.findings-emnlp.156 %U https://aclanthology.org/2021.findings-emnlp.156 %U https://doi.org/10.18653/v1/2021.findings-emnlp.156 %P 1815-1828 %0 Conference Proceedings %T Grounded Graph Decoding improves Compositional Generalization in Question Answering %A Gai, Yu %A Jain, Paras %A Zhang, Wendi %A Gonzalez, Joseph %A Song, Dawn %A Stoica, Ion %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F gai-etal-2021-grounded-graph %R 10.18653/v1/2021.findings-emnlp.157 %U https://aclanthology.org/2021.findings-emnlp.157 %U https://doi.org/10.18653/v1/2021.findings-emnlp.157 %P 1829-1838 %0 Conference Proceedings %T Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser %A Zheng, Duo %A Xu, Zipeng %A Meng, Fandong %A Wang, Xiaojie %A Wang, Jiaan %A Zhou, Jie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zheng-etal-2021-enhancing-visual %R 10.18653/v1/2021.findings-emnlp.158 %U https://aclanthology.org/2021.findings-emnlp.158 %U https://doi.org/10.18653/v1/2021.findings-emnlp.158 %P 1839-1851 %0 Conference Proceedings %T A Pretraining Numerical Reasoning Model for Ordinal Constrained Question Answering on Knowledge Base %A Feng, Yu %A Zhang, Jing %A He, Gaole %A Zhao, Wayne Xin %A Liu, Lemao %A Liu, Quan %A Li, Cuiping %A Chen, Hong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F feng-etal-2021-pretraining-numerical %R 10.18653/v1/2021.findings-emnlp.159 %U https://aclanthology.org/2021.findings-emnlp.159 %U https://doi.org/10.18653/v1/2021.findings-emnlp.159 %P 1852-1861 %0 Conference Proceedings %T RoR: Read-over-Read for Long Document Machine Reading Comprehension %A Zhao, Jing %A Bao, Junwei %A Wang, Yifan %A Zhou, Yongwei %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 Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhao-etal-2021-ror-read %R 10.18653/v1/2021.findings-emnlp.160 %U https://aclanthology.org/2021.findings-emnlp.160 %U https://doi.org/10.18653/v1/2021.findings-emnlp.160 %P 1862-1872 %0 Conference Proceedings %T Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing %A Shrivastava, Akshat %A Chuang, Pierce %A Babu, Arun %A Desai, Shrey %A Arora, Abhinav %A Zotov, Alexander %A Aly, Ahmed %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F shrivastava-etal-2021-span-pointer %R 10.18653/v1/2021.findings-emnlp.161 %U https://aclanthology.org/2021.findings-emnlp.161 %U https://doi.org/10.18653/v1/2021.findings-emnlp.161 %P 1873-1886 %0 Conference Proceedings %T Language Resource Efficient Learning for Captioning %A Chen, Jia %A Wu, Yike %A Zhao, Shiwan %A Jin, Qin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chen-etal-2021-language-resource %R 10.18653/v1/2021.findings-emnlp.162 %U https://aclanthology.org/2021.findings-emnlp.162 %U https://doi.org/10.18653/v1/2021.findings-emnlp.162 %P 1887-1895 %0 Conference Proceedings %T Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks %A Luo, Ruixuan %A Zhang, Yi %A Chen, Sishuo %A Sun, Xu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F luo-etal-2021-translation-cross %R 10.18653/v1/2021.findings-emnlp.163 %U https://aclanthology.org/2021.findings-emnlp.163 %U https://doi.org/10.18653/v1/2021.findings-emnlp.163 %P 1896-1906 %0 Conference Proceedings %T ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts %A Koreeda, Yuta %A Manning, Christopher %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F koreeda-manning-2021-contractnli-dataset %R 10.18653/v1/2021.findings-emnlp.164 %U https://aclanthology.org/2021.findings-emnlp.164 %U https://doi.org/10.18653/v1/2021.findings-emnlp.164 %P 1907-1919 %0 Conference Proceedings %T Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning %A Umakoshi, Masato %A Murawaki, Yugo %A Kurohashi, Sadao %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F umakoshi-etal-2021-japanese-zero %R 10.18653/v1/2021.findings-emnlp.165 %U https://aclanthology.org/2021.findings-emnlp.165 %U https://doi.org/10.18653/v1/2021.findings-emnlp.165 %P 1920-1934 %0 Conference Proceedings %T Grouped-Attention for Content-Selection and Content-Plan Generation %A Trisedya, Bayu Distiawan %A Wang, Xiaojie %A Qi, Jianzhong %A Zhang, Rui %A Cui, Qingjun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F trisedya-etal-2021-grouped-attention %R 10.18653/v1/2021.findings-emnlp.166 %U https://aclanthology.org/2021.findings-emnlp.166 %U https://doi.org/10.18653/v1/2021.findings-emnlp.166 %P 1935-1944 %0 Conference Proceedings %T An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling %A Liu, Han %A Zhang, Feng %A Zhang, Xiaotong %A Zhao, Siyang %A Zhang, Xianchao %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-etal-2021-explicit-joint %R 10.18653/v1/2021.findings-emnlp.167 %U https://aclanthology.org/2021.findings-emnlp.167 %U https://doi.org/10.18653/v1/2021.findings-emnlp.167 %P 1945-1955 %0 Conference Proceedings %T Retrieve, Discriminate and Rewrite: A Simple and Effective Framework for Obtaining Affective Response in Retrieval-Based Chatbots %A Lu, Xin %A Tian, Yijian %A Zhao, Yanyan %A Qin, Bing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lu-etal-2021-retrieve-discriminate %R 10.18653/v1/2021.findings-emnlp.168 %U https://aclanthology.org/2021.findings-emnlp.168 %U https://doi.org/10.18653/v1/2021.findings-emnlp.168 %P 1956-1969 %0 Conference Proceedings %T Span Fine-tuning for Pre-trained Language Models %A Bao, Rongzhou %A Zhang, Zhuosheng %A Zhao, Hai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F bao-etal-2021-span-fine %R 10.18653/v1/2021.findings-emnlp.169 %U https://aclanthology.org/2021.findings-emnlp.169 %U https://doi.org/10.18653/v1/2021.findings-emnlp.169 %P 1970-1979 %0 Conference Proceedings %T DIRECT: Direct and Indirect Responses in Conversational Text Corpus %A Takayama, Junya %A Kajiwara, Tomoyuki %A Arase, Yuki %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F takayama-etal-2021-direct-direct %R 10.18653/v1/2021.findings-emnlp.170 %U https://aclanthology.org/2021.findings-emnlp.170 %U https://doi.org/10.18653/v1/2021.findings-emnlp.170 %P 1980-1989 %0 Conference Proceedings %T Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning %A Shi, Zhan %A Liu, Hui %A Min, Martin Renqiang %A Malon, Christopher %A Li, Li Erran %A Zhu, Xiaodan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F shi-etal-2021-retrieval-analogy %R 10.18653/v1/2021.findings-emnlp.171 %U https://aclanthology.org/2021.findings-emnlp.171 %U https://doi.org/10.18653/v1/2021.findings-emnlp.171 %P 1990-2000 %0 Conference Proceedings %T TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation %A Uchendu, Adaku %A Ma, Zeyu %A Le, Thai %A Zhang, Rui %A Lee, Dongwon %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F uchendu-etal-2021-turingbench-benchmark %R 10.18653/v1/2021.findings-emnlp.172 %U https://aclanthology.org/2021.findings-emnlp.172 %U https://doi.org/10.18653/v1/2021.findings-emnlp.172 %P 2001-2016 %0 Conference Proceedings %T Say ‘YES’ to Positivity: Detecting Toxic Language in Workplace Communications %A Bhat, Meghana Moorthy %A Hosseini, Saghar %A Awadallah, Ahmed Hassan %A Bennett, Paul %A Li, Weisheng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F bhat-etal-2021-say-yes %R 10.18653/v1/2021.findings-emnlp.173 %U https://aclanthology.org/2021.findings-emnlp.173 %U https://doi.org/10.18653/v1/2021.findings-emnlp.173 %P 2017-2029 %0 Conference Proceedings %T Natural SQL: Making SQL Easier to Infer from Natural Language Specifications %A Gan, Yujian %A Chen, Xinyun %A Xie, Jinxia %A Purver, Matthew %A Woodward, John R. %A Drake, John %A Zhang, Qiaofu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F gan-etal-2021-natural-sql %R 10.18653/v1/2021.findings-emnlp.174 %U https://aclanthology.org/2021.findings-emnlp.174 %U https://doi.org/10.18653/v1/2021.findings-emnlp.174 %P 2030-2042 %0 Conference Proceedings %T Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization %A Magooda, Ahmed %A Litman, Diane %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F magooda-litman-2021-mitigating-data %R 10.18653/v1/2021.findings-emnlp.175 %U https://aclanthology.org/2021.findings-emnlp.175 %U https://doi.org/10.18653/v1/2021.findings-emnlp.175 %P 2043-2052 %0 Conference Proceedings %T Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension %A Li, Yiyang %A Zhao, Hai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-zhao-2021-self-pseudo %R 10.18653/v1/2021.findings-emnlp.176 %U https://aclanthology.org/2021.findings-emnlp.176 %U https://doi.org/10.18653/v1/2021.findings-emnlp.176 %P 2053-2063 %0 Conference Proceedings %T Few-Shot Novel Concept Learning for Semantic Parsing %A Dan, Soham %A Bastani, Osbert %A Roth, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F dan-etal-2021-shot-novel %R 10.18653/v1/2021.findings-emnlp.177 %U https://aclanthology.org/2021.findings-emnlp.177 %U https://doi.org/10.18653/v1/2021.findings-emnlp.177 %P 2064-2075 %0 Conference Proceedings %T Compositional Data and Task Augmentation for Instruction Following %A Dan, Soham %A Han, Xinran %A Roth, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F dan-etal-2021-compositional-data %R 10.18653/v1/2021.findings-emnlp.178 %U https://aclanthology.org/2021.findings-emnlp.178 %U https://doi.org/10.18653/v1/2021.findings-emnlp.178 %P 2076-2081 %0 Conference Proceedings %T Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in Summarization %A Chen, Yiran %A Liu, Pengfei %A Qiu, Xipeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chen-etal-2021-factuality-checkers %R 10.18653/v1/2021.findings-emnlp.179 %U https://aclanthology.org/2021.findings-emnlp.179 %U https://doi.org/10.18653/v1/2021.findings-emnlp.179 %P 2082-2095 %0 Conference Proceedings %T On the Effects of Transformer Size on In- and Out-of-Domain Calibration %A Dan, Soham %A Roth, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F dan-roth-2021-effects-transformer %R 10.18653/v1/2021.findings-emnlp.180 %U https://aclanthology.org/2021.findings-emnlp.180 %U https://doi.org/10.18653/v1/2021.findings-emnlp.180 %P 2096-2101 %0 Conference Proceedings %T Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings %A He, Zihao %A Mokhberian, Negar %A Câmara, António %A Abeliuk, Andres %A Lerman, Kristina %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F he-etal-2021-detecting-polarized %R 10.18653/v1/2021.findings-emnlp.181 %U https://aclanthology.org/2021.findings-emnlp.181 %U https://doi.org/10.18653/v1/2021.findings-emnlp.181 %P 2102-2118 %0 Conference Proceedings %T GenerativeRE: Incorporating a Novel Copy Mechanism and Pretrained Model for Joint Entity and Relation Extraction %A Cao, Jiarun %A Ananiadou, Sophia %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F cao-ananiadou-2021-generativere-incorporating %R 10.18653/v1/2021.findings-emnlp.182 %U https://aclanthology.org/2021.findings-emnlp.182 %U https://doi.org/10.18653/v1/2021.findings-emnlp.182 %P 2119-2126 %0 Conference Proceedings %T Re-entry Prediction for Online Conversations via Self-Supervised Learning %A Wang, Lingzhi %A Zeng, Xingshan %A Hu, Huang %A Wong, Kam-Fai %A Jiang, Daxin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-entry-prediction %R 10.18653/v1/2021.findings-emnlp.183 %U https://aclanthology.org/2021.findings-emnlp.183 %U https://doi.org/10.18653/v1/2021.findings-emnlp.183 %P 2127-2137 %0 Conference Proceedings %T proScript: Partially Ordered Scripts Generation %A Sakaguchi, Keisuke %A Bhagavatula, Chandra %A Le Bras, Ronan %A Tandon, Niket %A Clark, Peter %A Choi, Yejin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sakaguchi-etal-2021-proscript-partially %R 10.18653/v1/2021.findings-emnlp.184 %U https://aclanthology.org/2021.findings-emnlp.184 %U https://doi.org/10.18653/v1/2021.findings-emnlp.184 %P 2138-2149 %0 Conference Proceedings %T Speaker Turn Modeling for Dialogue Act Classification %A He, Zihao %A Tavabi, Leili %A Lerman, Kristina %A Soleymani, Mohammad %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F he-etal-2021-speaker-turn %R 10.18653/v1/2021.findings-emnlp.185 %U https://aclanthology.org/2021.findings-emnlp.185 %U https://doi.org/10.18653/v1/2021.findings-emnlp.185 %P 2150-2157 %0 Conference Proceedings %T Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing %A Lin, Boda %A Li, Mingzheng %A Li, Si %A Luo, Yong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lin-etal-2021-unsupervised-domain %R 10.18653/v1/2021.findings-emnlp.186 %U https://aclanthology.org/2021.findings-emnlp.186 %U https://doi.org/10.18653/v1/2021.findings-emnlp.186 %P 2158-2167 %0 Conference Proceedings %T Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification %A Jo, Hwiyeol %A Lim, Jaeseo %A Zhang, Byoung-Tak %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F jo-etal-2021-devils-advocate %R 10.18653/v1/2021.findings-emnlp.187 %U https://aclanthology.org/2021.findings-emnlp.187 %U https://doi.org/10.18653/v1/2021.findings-emnlp.187 %P 2168-2174 %0 Conference Proceedings %T SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks %A Du, Wanyu %A Ji, Yangfeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F du-ji-2021-sidecontrol-controlled %R 10.18653/v1/2021.findings-emnlp.188 %U https://aclanthology.org/2021.findings-emnlp.188 %U https://doi.org/10.18653/v1/2021.findings-emnlp.188 %P 2175-2194 %0 Conference Proceedings %T Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability %A Kao, Wei-Tsung %A Lee, Hung-yi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kao-lee-2021-bert-cross %R 10.18653/v1/2021.findings-emnlp.189 %U https://aclanthology.org/2021.findings-emnlp.189 %U https://doi.org/10.18653/v1/2021.findings-emnlp.189 %P 2195-2208 %0 Conference Proceedings %T Geo-BERT Pre-training Model for Query Rewriting in POI Search %A Liu, Xiao %A Hu, Juan %A Shen, Qi %A Chen, Huan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-etal-2021-geo-bert %R 10.18653/v1/2021.findings-emnlp.190 %U https://aclanthology.org/2021.findings-emnlp.190 %U https://doi.org/10.18653/v1/2021.findings-emnlp.190 %P 2209-2214 %0 Conference Proceedings %T Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search %A Bi, Shuxian %A Li, Chaozhuo %A Han, Xiao %A Liu, Zheng %A Xie, Xing %A Huang, Haizhen %A Wen, Zengxuan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F bi-etal-2021-leveraging-bidding %R 10.18653/v1/2021.findings-emnlp.191 %U https://aclanthology.org/2021.findings-emnlp.191 %U https://doi.org/10.18653/v1/2021.findings-emnlp.191 %P 2215-2224 %0 Conference Proceedings %T GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation %A Yoo, Kang Min %A Park, Dongju %A Kang, Jaewook %A Lee, Sang-Woo %A Park, Woomyoung %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yoo-etal-2021-gpt3mix-leveraging %R 10.18653/v1/2021.findings-emnlp.192 %U https://aclanthology.org/2021.findings-emnlp.192 %U https://doi.org/10.18653/v1/2021.findings-emnlp.192 %P 2225-2239 %0 Conference Proceedings %T Context-aware Entity Typing in Knowledge Graphs %A Pan, Weiran %A Wei, Wei %A Mao, Xian-Ling %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F pan-etal-2021-context-aware %R 10.18653/v1/2021.findings-emnlp.193 %U https://aclanthology.org/2021.findings-emnlp.193 %U https://doi.org/10.18653/v1/2021.findings-emnlp.193 %P 2240-2250 %0 Conference Proceedings %T Attribute Alignment: Controlling Text Generation from Pre-trained Language Models %A Yu, Dian %A Yu, Zhou %A Sagae, Kenji %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yu-etal-2021-attribute-alignment %R 10.18653/v1/2021.findings-emnlp.194 %U https://aclanthology.org/2021.findings-emnlp.194 %U https://doi.org/10.18653/v1/2021.findings-emnlp.194 %P 2251-2268 %0 Conference Proceedings %T Generate & Rank: A Multi-task Framework for Math Word Problems %A Shen, Jianhao %A Yin, Yichun %A Li, Lin %A Shang, Lifeng %A Jiang, Xin %A Zhang, Ming %A Liu, Qun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F shen-etal-2021-generate-rank %R 10.18653/v1/2021.findings-emnlp.195 %U https://aclanthology.org/2021.findings-emnlp.195 %U https://doi.org/10.18653/v1/2021.findings-emnlp.195 %P 2269-2279 %0 Conference Proceedings %T MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering %A Wang, Junjie %A Ji, Yatai %A Sun, Jiaqi %A Yang, Yujiu %A Sakai, Tetsuya %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-mirtt-learning %R 10.18653/v1/2021.findings-emnlp.196 %U https://aclanthology.org/2021.findings-emnlp.196 %U https://doi.org/10.18653/v1/2021.findings-emnlp.196 %P 2280-2292 %0 Conference Proceedings %T UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labeling %A Tripodi, Rocco %A Conia, Simone %A Navigli, Roberto %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F tripodi-etal-2021-united-srl %R 10.18653/v1/2021.findings-emnlp.197 %U https://aclanthology.org/2021.findings-emnlp.197 %U https://doi.org/10.18653/v1/2021.findings-emnlp.197 %P 2293-2305 %0 Conference Proceedings %T Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval %A Wang, Yanmeng %A Bai, Jun %A Wang, Ye %A Zhang, Jianfei %A Rong, Wenge %A Ji, Zongcheng %A Wang, Shaojun %A Xiao, Jing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-enhancing-dual-encoders %R 10.18653/v1/2021.findings-emnlp.198 %U https://aclanthology.org/2021.findings-emnlp.198 %U https://doi.org/10.18653/v1/2021.findings-emnlp.198 %P 2306-2315 %0 Conference Proceedings %T A Neural Graph-based Local Coherence Model %A Mesgar, Mohsen %A Ribeiro, Leonardo F. R. %A Gurevych, Iryna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F mesgar-etal-2021-neural-graph %R 10.18653/v1/2021.findings-emnlp.199 %U https://aclanthology.org/2021.findings-emnlp.199 %U https://doi.org/10.18653/v1/2021.findings-emnlp.199 %P 2316-2321 %0 Conference Proceedings %T GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method %A Peinelt, Nicole %A Rei, Marek %A Liakata, Maria %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F peinelt-etal-2021-gibert-enhancing %R 10.18653/v1/2021.findings-emnlp.200 %U https://aclanthology.org/2021.findings-emnlp.200 %U https://doi.org/10.18653/v1/2021.findings-emnlp.200 %P 2322-2336 %0 Conference Proceedings %T RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data %A Rieger, Jonas %A Jentsch, Carsten %A Rahnenführer, Jörg %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F rieger-etal-2021-rollinglda-update %R 10.18653/v1/2021.findings-emnlp.201 %U https://aclanthology.org/2021.findings-emnlp.201 %U https://doi.org/10.18653/v1/2021.findings-emnlp.201 %P 2337-2347 %0 Conference Proceedings %T What If Sentence-hood is Hard to Define: A Case Study in Chinese Reading Comprehension %A Wang, Jiawei %A Zhao, Hai %A Zhao, Yinggong %A Shen, Libin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-sentence-hood %R 10.18653/v1/2021.findings-emnlp.202 %U https://aclanthology.org/2021.findings-emnlp.202 %U https://doi.org/10.18653/v1/2021.findings-emnlp.202 %P 2348-2359 %0 Conference Proceedings %T Refining BERT Embeddings for Document Hashing via Mutual Information Maximization %A Ou, Zijing %A Su, Qinliang %A Yu, Jianxing %A Zhao, Ruihui %A Zheng, Yefeng %A Liu, Bang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ou-etal-2021-refining-bert %R 10.18653/v1/2021.findings-emnlp.203 %U https://aclanthology.org/2021.findings-emnlp.203 %U https://doi.org/10.18653/v1/2021.findings-emnlp.203 %P 2360-2369 %0 Conference Proceedings %T REBEL: Relation Extraction By End-to-end Language generation %A Huguet Cabot, Pere-Lluís %A Navigli, Roberto %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F huguet-cabot-navigli-2021-rebel-relation %R 10.18653/v1/2021.findings-emnlp.204 %U https://aclanthology.org/2021.findings-emnlp.204 %U https://doi.org/10.18653/v1/2021.findings-emnlp.204 %P 2370-2381 %0 Conference Proceedings %T Wine is not v i n. On the Compatibility of Tokenizations across Languages %A Maronikolakis, Antonis %A Dufter, Philipp %A Schütze, Hinrich %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F maronikolakis-etal-2021-wine-v %R 10.18653/v1/2021.findings-emnlp.205 %U https://aclanthology.org/2021.findings-emnlp.205 %U https://doi.org/10.18653/v1/2021.findings-emnlp.205 %P 2382-2399 %0 Conference Proceedings %T Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media %A Röttger, Paul %A Pierrehumbert, Janet %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F rottger-pierrehumbert-2021-temporal-adaptation %R 10.18653/v1/2021.findings-emnlp.206 %U https://aclanthology.org/2021.findings-emnlp.206 %U https://doi.org/10.18653/v1/2021.findings-emnlp.206 %P 2400-2412 %0 Conference Proceedings %T Skim-Attention: Learning to Focus via Document Layout %A Nguyen, Laura %A Scialom, Thomas %A Staiano, Jacopo %A Piwowarski, Benjamin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F nguyen-etal-2021-skim-attention %R 10.18653/v1/2021.findings-emnlp.207 %U https://aclanthology.org/2021.findings-emnlp.207 %U https://doi.org/10.18653/v1/2021.findings-emnlp.207 %P 2413-2427 %0 Conference Proceedings %T Attention-based Contrastive Learning for Winograd Schemas %A Klein, Tassilo %A Nabi, Moin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F klein-nabi-2021-attention-based %R 10.18653/v1/2021.findings-emnlp.208 %U https://aclanthology.org/2021.findings-emnlp.208 %U https://doi.org/10.18653/v1/2021.findings-emnlp.208 %P 2428-2434 %0 Conference Proceedings %T Give the Truth: Incorporate Semantic Slot into Abstractive Dialogue Summarization %A Zhao, Lulu %A Zeng, Weihao %A Xu, Weiran %A Guo, Jun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhao-etal-2021-give-truth %R 10.18653/v1/2021.findings-emnlp.209 %U https://aclanthology.org/2021.findings-emnlp.209 %U https://doi.org/10.18653/v1/2021.findings-emnlp.209 %P 2435-2446 %0 Conference Proceedings %T Challenges in Detoxifying Language Models %A Welbl, Johannes %A Glaese, Amelia %A Uesato, Jonathan %A Dathathri, Sumanth %A Mellor, John %A Hendricks, Lisa Anne %A Anderson, Kirsty %A Kohli, Pushmeet %A Coppin, Ben %A Huang, Po-Sen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F welbl-etal-2021-challenges-detoxifying %R 10.18653/v1/2021.findings-emnlp.210 %U https://aclanthology.org/2021.findings-emnlp.210 %U https://doi.org/10.18653/v1/2021.findings-emnlp.210 %P 2447-2469 %0 Conference Proceedings %T Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation %A Levy, Shahar %A Lazar, Koren %A Stanovsky, Gabriel %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F levy-etal-2021-collecting-large %R 10.18653/v1/2021.findings-emnlp.211 %U https://aclanthology.org/2021.findings-emnlp.211 %U https://doi.org/10.18653/v1/2021.findings-emnlp.211 %P 2470-2480 %0 Conference Proceedings %T Competence-based Curriculum Learning for Multilingual Machine Translation %A Zhang, Mingliang %A Meng, Fandong %A Tong, Yunhai %A Zhou, Jie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-competence-based %R 10.18653/v1/2021.findings-emnlp.212 %U https://aclanthology.org/2021.findings-emnlp.212 %U https://doi.org/10.18653/v1/2021.findings-emnlp.212 %P 2481-2493 %0 Conference Proceedings %T Informed Sampling for Diversity in Concept-to-Text NLG %A Zhou, Giulio %A Lampouras, Gerasimos %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhou-lampouras-2021-informed-sampling %R 10.18653/v1/2021.findings-emnlp.213 %U https://aclanthology.org/2021.findings-emnlp.213 %U https://doi.org/10.18653/v1/2021.findings-emnlp.213 %P 2494-2509 %0 Conference Proceedings %T Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations %A Chen, Fuxiang %A Kim, Mijung %A Choo, Jaegul %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chen-etal-2021-novel-natural %R 10.18653/v1/2021.findings-emnlp.214 %U https://aclanthology.org/2021.findings-emnlp.214 %U https://doi.org/10.18653/v1/2021.findings-emnlp.214 %P 2510-2520 %0 Conference Proceedings %T WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER %A Tedeschi, Simone %A Maiorca, Valentino %A Campolungo, Niccolò %A Cecconi, Francesco %A Navigli, Roberto %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F tedeschi-etal-2021-wikineural-combined %R 10.18653/v1/2021.findings-emnlp.215 %U https://aclanthology.org/2021.findings-emnlp.215 %U https://doi.org/10.18653/v1/2021.findings-emnlp.215 %P 2521-2533 %0 Conference Proceedings %T Beyond Grammatical Error Correction: Improving L1-influenced research writing in English using pre-trained encoder-decoder models %A Zomer, Gustavo %A Frankenberg-Garcia, Ana %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zomer-frankenberg-garcia-2021-beyond-grammatical %R 10.18653/v1/2021.findings-emnlp.216 %U https://aclanthology.org/2021.findings-emnlp.216 %U https://doi.org/10.18653/v1/2021.findings-emnlp.216 %P 2534-2540 %0 Conference Proceedings %T Classification and Geotemporal Analysis of Quality-of-Life Issues in Tenant Reviews %A Haber, Adam %A Waks, Zeev %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F haber-waks-2021-classification-geotemporal %R 10.18653/v1/2021.findings-emnlp.217 %U https://aclanthology.org/2021.findings-emnlp.217 %U https://doi.org/10.18653/v1/2021.findings-emnlp.217 %P 2541-2553 %0 Conference Proceedings %T Probing Pre-trained Language Models for Semantic Attributes and their Values %A Beloucif, Meriem %A Biemann, Chris %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F beloucif-biemann-2021-probing-pre %R 10.18653/v1/2021.findings-emnlp.218 %U https://aclanthology.org/2021.findings-emnlp.218 %U https://doi.org/10.18653/v1/2021.findings-emnlp.218 %P 2554-2559 %0 Conference Proceedings %T Uncovering the Limits of Text-based Emotion Detection %A Alvarez-Gonzalez, Nurudin %A Kaltenbrunner, Andreas %A Gómez, Vicenç %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F alvarez-gonzalez-etal-2021-uncovering-limits %R 10.18653/v1/2021.findings-emnlp.219 %U https://aclanthology.org/2021.findings-emnlp.219 %U https://doi.org/10.18653/v1/2021.findings-emnlp.219 %P 2560-2583 %0 Conference Proceedings %T Named Entity Recognition for Entity Linking: What Works and What’s Next %A Tedeschi, Simone %A Conia, Simone %A Cecconi, Francesco %A Navigli, Roberto %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F tedeschi-etal-2021-named-entity %R 10.18653/v1/2021.findings-emnlp.220 %U https://aclanthology.org/2021.findings-emnlp.220 %U https://doi.org/10.18653/v1/2021.findings-emnlp.220 %P 2584-2596 %0 Conference Proceedings %T Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph %A Duan, Hanyu %A Yang, Yi %A Tam, Kar Yan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F duan-etal-2021-learning-numeracy %R 10.18653/v1/2021.findings-emnlp.221 %U https://aclanthology.org/2021.findings-emnlp.221 %U https://doi.org/10.18653/v1/2021.findings-emnlp.221 %P 2597-2602 %0 Conference Proceedings %T Weakly Supervised Semantic Parsing by Learning from Mistakes %A Guo, Jiaqi %A Lou, Jian-Guang %A Liu, Ting %A Zhang, Dongmei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F guo-etal-2021-weakly-supervised %R 10.18653/v1/2021.findings-emnlp.222 %U https://aclanthology.org/2021.findings-emnlp.222 %U https://doi.org/10.18653/v1/2021.findings-emnlp.222 %P 2603-2617 %0 Conference Proceedings %T CodeQA: A Question Answering Dataset for Source Code Comprehension %A Liu, Chenxiao %A Wan, Xiaojun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-wan-2021-codeqa-question %R 10.18653/v1/2021.findings-emnlp.223 %U https://aclanthology.org/2021.findings-emnlp.223 %U https://doi.org/10.18653/v1/2021.findings-emnlp.223 %P 2618-2632 %0 Conference Proceedings %T Subword Mapping and Anchoring across Languages %A Vernikos, Giorgos %A Popescu-Belis, Andrei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F vernikos-popescu-belis-2021-subword-mapping %R 10.18653/v1/2021.findings-emnlp.224 %U https://aclanthology.org/2021.findings-emnlp.224 %U https://doi.org/10.18653/v1/2021.findings-emnlp.224 %P 2633-2647 %0 Conference Proceedings %T CDLM: Cross-Document Language Modeling %A Caciularu, Avi %A Cohan, Arman %A Beltagy, Iz %A Peters, Matthew %A Cattan, Arie %A Dagan, Ido %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F caciularu-etal-2021-cdlm-cross %R 10.18653/v1/2021.findings-emnlp.225 %U https://aclanthology.org/2021.findings-emnlp.225 %U https://doi.org/10.18653/v1/2021.findings-emnlp.225 %P 2648-2662 %0 Conference Proceedings %T Patterns of Polysemy and Homonymy in Contextualised Language Models %A Haber, Janosch %A Poesio, Massimo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F haber-poesio-2021-patterns-polysemy %R 10.18653/v1/2021.findings-emnlp.226 %U https://aclanthology.org/2021.findings-emnlp.226 %U https://doi.org/10.18653/v1/2021.findings-emnlp.226 %P 2663-2676 %0 Conference Proceedings %T Cross-Lingual Leveled Reading Based on Language-Invariant Features %A Rao, Simin %A Zheng, Hua %A Li, Sujian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F rao-etal-2021-cross-lingual %R 10.18653/v1/2021.findings-emnlp.227 %U https://aclanthology.org/2021.findings-emnlp.227 %U https://doi.org/10.18653/v1/2021.findings-emnlp.227 %P 2677-2682 %0 Conference Proceedings %T Controlled Neural Sentence-Level Reframing of News Articles %A Chen, Wei-Fan %A Al Khatib, Khalid %A Stein, Benno %A Wachsmuth, Henning %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chen-etal-2021-controlled-neural %R 10.18653/v1/2021.findings-emnlp.228 %U https://aclanthology.org/2021.findings-emnlp.228 %U https://doi.org/10.18653/v1/2021.findings-emnlp.228 %P 2683-2693 %0 Conference Proceedings %T DialogueTRM: Exploring Multi-Modal Emotional Dynamics in a Conversation %A Mao, Yuzhao %A Liu, Guang %A Wang, Xiaojie %A Gao, Weiguo %A Li, Xuan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F mao-etal-2021-dialoguetrm-exploring %R 10.18653/v1/2021.findings-emnlp.229 %U https://aclanthology.org/2021.findings-emnlp.229 %U https://doi.org/10.18653/v1/2021.findings-emnlp.229 %P 2694-2704 %0 Conference Proceedings %T Adversarial Examples for Evaluating Math Word Problem Solvers %A Kumar, Vivek %A Maheshwary, Rishabh %A Pudi, Vikram %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kumar-etal-2021-adversarial-examples %R 10.18653/v1/2021.findings-emnlp.230 %U https://aclanthology.org/2021.findings-emnlp.230 %U https://doi.org/10.18653/v1/2021.findings-emnlp.230 %P 2705-2712 %0 Conference Proceedings %T Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text %A Guo, Xiao-Yu %A Li, Yuan-Fang %A Haffari, Gholamreza %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F guo-etal-2021-improving-numerical %R 10.18653/v1/2021.findings-emnlp.231 %U https://aclanthology.org/2021.findings-emnlp.231 %U https://doi.org/10.18653/v1/2021.findings-emnlp.231 %P 2713-2718 %0 Conference Proceedings %T Retrieval Augmented Code Generation and Summarization %A Parvez, Md Rizwan %A Ahmad, Wasi %A Chakraborty, Saikat %A Ray, Baishakhi %A Chang, Kai-Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F parvez-etal-2021-retrieval-augmented %R 10.18653/v1/2021.findings-emnlp.232 %U https://aclanthology.org/2021.findings-emnlp.232 %U https://doi.org/10.18653/v1/2021.findings-emnlp.232 %P 2719-2734 %0 Conference Proceedings %T Multilingual Translation via Grafting Pre-trained Language Models %A Sun, Zewei %A Wang, Mingxuan %A Li, Lei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sun-etal-2021-multilingual-translation %R 10.18653/v1/2021.findings-emnlp.233 %U https://aclanthology.org/2021.findings-emnlp.233 %U https://doi.org/10.18653/v1/2021.findings-emnlp.233 %P 2735-2747 %0 Conference Proceedings %T AEDA: An Easier Data Augmentation Technique for Text Classification %A Karimi, Akbar %A Rossi, Leonardo %A Prati, Andrea %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F karimi-etal-2021-aeda-easier %R 10.18653/v1/2021.findings-emnlp.234 %U https://aclanthology.org/2021.findings-emnlp.234 %U https://doi.org/10.18653/v1/2021.findings-emnlp.234 %P 2748-2754 %0 Conference Proceedings %T A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. %A Poumay, Judicael %A Ittoo, Ashwin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F poumay-ittoo-2021-comprehensive-comparison %R 10.18653/v1/2021.findings-emnlp.235 %U https://aclanthology.org/2021.findings-emnlp.235 %U https://doi.org/10.18653/v1/2021.findings-emnlp.235 %P 2755-2764 %0 Conference Proceedings %T Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition %A Zheng, Guolin %A Xiao, Yubei %A Gong, Ke %A Zhou, Pan %A Liang, Xiaodan %A Lin, Liang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zheng-etal-2021-wav-bert %R 10.18653/v1/2021.findings-emnlp.236 %U https://aclanthology.org/2021.findings-emnlp.236 %U https://doi.org/10.18653/v1/2021.findings-emnlp.236 %P 2765-2777 %0 Conference Proceedings %T Multilingual AMR Parsing with Noisy Knowledge Distillation %A Cai, Deng %A Li, Xin %A Ho, Jackie Chun-Sing %A Bing, Lidong %A Lam, Wai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F cai-etal-2021-multilingual-amr %R 10.18653/v1/2021.findings-emnlp.237 %U https://aclanthology.org/2021.findings-emnlp.237 %U https://doi.org/10.18653/v1/2021.findings-emnlp.237 %P 2778-2789 %0 Conference Proceedings %T Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs %A Hosseini, Mohammad Javad %A Cohen, Shay B. %A Johnson, Mark %A Steedman, Mark %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F hosseini-etal-2021-open-domain %R 10.18653/v1/2021.findings-emnlp.238 %U https://aclanthology.org/2021.findings-emnlp.238 %U https://doi.org/10.18653/v1/2021.findings-emnlp.238 %P 2790-2802 %0 Conference Proceedings %T Analysis of Language Change in Collaborative Instruction Following %A Effenberger, Anna %A Singh, Rhia %A Yan, Eva %A Suhr, Alane %A Artzi, Yoav %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F effenberger-etal-2021-analysis-language %R 10.18653/v1/2021.findings-emnlp.239 %U https://aclanthology.org/2021.findings-emnlp.239 %U https://doi.org/10.18653/v1/2021.findings-emnlp.239 %P 2803-2811 %0 Conference Proceedings %T Counter-Interference Adapter for Multilingual Machine Translation %A Zhu, Yaoming %A Feng, Jiangtao %A Zhao, Chengqi %A Wang, Mingxuan %A Li, Lei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhu-etal-2021-counter-interference %R 10.18653/v1/2021.findings-emnlp.240 %U https://aclanthology.org/2021.findings-emnlp.240 %U https://doi.org/10.18653/v1/2021.findings-emnlp.240 %P 2812-2823 %0 Conference Proceedings %T Progressive Transformer-Based Generation of Radiology Reports %A Nooralahzadeh, Farhad %A Perez Gonzalez, Nicolas %A Frauenfelder, Thomas %A Fujimoto, Koji %A Krauthammer, Michael %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F nooralahzadeh-etal-2021-progressive-transformer %R 10.18653/v1/2021.findings-emnlp.241 %U https://aclanthology.org/2021.findings-emnlp.241 %U https://doi.org/10.18653/v1/2021.findings-emnlp.241 %P 2824-2832 %0 Conference Proceedings %T “Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification? %A Chiril, Patricia %A Benamara, Farah %A Moriceau, Véronique %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chiril-etal-2021-nice-wife %R 10.18653/v1/2021.findings-emnlp.242 %U https://aclanthology.org/2021.findings-emnlp.242 %U https://doi.org/10.18653/v1/2021.findings-emnlp.242 %P 2833-2844 %0 Conference Proceedings %T Automatic Discrimination between Inherited and Borrowed Latin Words in Romance Languages %A Cristea, Alina Maria %A Dinu, Liviu P. %A Georgescu, Simona %A Mihai, Mihnea-Lucian %A Uban, Ana Sabina %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F cristea-etal-2021-automatic-discrimination %R 10.18653/v1/2021.findings-emnlp.243 %U https://aclanthology.org/2021.findings-emnlp.243 %U https://doi.org/10.18653/v1/2021.findings-emnlp.243 %P 2845-2855 %0 Conference Proceedings %T Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections %A Zhong, Ruiqi %A Lee, Kristy %A Zhang, Zheng %A Klein, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhong-etal-2021-adapting-language %R 10.18653/v1/2021.findings-emnlp.244 %U https://aclanthology.org/2021.findings-emnlp.244 %U https://doi.org/10.18653/v1/2021.findings-emnlp.244 %P 2856-2878 %0 Conference Proceedings %T Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations %A Xie, Yunhe %A Yang, Kailai %A Sun, Chengjie %A Liu, Bingquan %A Ji, Zhenzhou %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xie-etal-2021-knowledge-interactive %R 10.18653/v1/2021.findings-emnlp.245 %U https://aclanthology.org/2021.findings-emnlp.245 %U https://doi.org/10.18653/v1/2021.findings-emnlp.245 %P 2879-2889 %0 Conference Proceedings %T Minimizing Annotation Effort via Max-Volume Spectral Sampling %A Quattoni, Ariadna %A Carreras, Xavier %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F quattoni-carreras-2021-minimizing-annotation %R 10.18653/v1/2021.findings-emnlp.246 %U https://aclanthology.org/2021.findings-emnlp.246 %U https://doi.org/10.18653/v1/2021.findings-emnlp.246 %P 2890-2899 %0 Conference Proceedings %T On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation %A Liu, Xuebo %A Wang, Longyue %A Wong, Derek F. %A Ding, Liang %A Chao, Lidia S. %A Shi, Shuming %A Tu, Zhaopeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-etal-2021-complementarity-pre %R 10.18653/v1/2021.findings-emnlp.247 %U https://aclanthology.org/2021.findings-emnlp.247 %U https://doi.org/10.18653/v1/2021.findings-emnlp.247 %P 2900-2907 %0 Conference Proceedings %T Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation %A Huang, Kaiyu %A Yu, Hao %A Liu, Junpeng %A Liu, Wei %A Cao, Jingxiang %A Huang, Degen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F huang-etal-2021-lexicon-based %R 10.18653/v1/2021.findings-emnlp.248 %U https://aclanthology.org/2021.findings-emnlp.248 %U https://doi.org/10.18653/v1/2021.findings-emnlp.248 %P 2908-2917 %0 Conference Proceedings %T KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning %A Li, Haonan %A Gong, Yeyun %A Jiao, Jian %A Zhang, Ruofei %A Baldwin, Timothy %A Duan, Nan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-kfcnet-knowledge %R 10.18653/v1/2021.findings-emnlp.249 %U https://aclanthology.org/2021.findings-emnlp.249 %U https://doi.org/10.18653/v1/2021.findings-emnlp.249 %P 2918-2928 %0 Conference Proceedings %T Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus %A Trotta, Daniela %A Guarasci, Raffaele %A Leonardelli, Elisa %A Tonelli, Sara %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F trotta-etal-2021-monolingual-cross %R 10.18653/v1/2021.findings-emnlp.250 %U https://aclanthology.org/2021.findings-emnlp.250 %U https://doi.org/10.18653/v1/2021.findings-emnlp.250 %P 2929-2940 %0 Conference Proceedings %T Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction %A Pan, Zhe %A Wang, Peng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F pan-wang-2021-hyperbolic-hierarchy %R 10.18653/v1/2021.findings-emnlp.251 %U https://aclanthology.org/2021.findings-emnlp.251 %U https://doi.org/10.18653/v1/2021.findings-emnlp.251 %P 2941-2948 %0 Conference Proceedings %T A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation %A Sun, Yang %A Yu, Nan %A Fu, Guohong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sun-etal-2021-discourse-aware %R 10.18653/v1/2021.findings-emnlp.252 %U https://aclanthology.org/2021.findings-emnlp.252 %U https://doi.org/10.18653/v1/2021.findings-emnlp.252 %P 2949-2958 %0 Conference Proceedings %T MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection %A Matero, Matthew %A Soni, Nikita %A Balasubramanian, Niranjan %A Schwartz, H. Andrew %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F matero-etal-2021-melt-message %R 10.18653/v1/2021.findings-emnlp.253 %U https://aclanthology.org/2021.findings-emnlp.253 %U https://doi.org/10.18653/v1/2021.findings-emnlp.253 %P 2959-2966 %0 Conference Proceedings %T LMSOC: An Approach for Socially Sensitive Pretraining %A Kulkarni, Vivek %A Mishra, Shubhanshu %A Haghighi, Aria %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kulkarni-etal-2021-lmsoc-approach %R 10.18653/v1/2021.findings-emnlp.254 %U https://aclanthology.org/2021.findings-emnlp.254 %U https://doi.org/10.18653/v1/2021.findings-emnlp.254 %P 2967-2975 %0 Conference Proceedings %T Extract, Integrate, Compete: Towards Verification Style Reading Comprehension %A Zhang, Chen %A Lai, Yuxuan %A Feng, Yansong %A Zhao, Dongyan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-extract-integrate %R 10.18653/v1/2021.findings-emnlp.255 %U https://aclanthology.org/2021.findings-emnlp.255 %U https://doi.org/10.18653/v1/2021.findings-emnlp.255 %P 2976-2986 %0 Conference Proceedings %T Comparing learnability of two dependency schemes: ‘semantic’ (UD) and ‘syntactic’ (SUD) %A Tuora, Ryszard %A Przepiórkowski, Adam %A Leczkowski, Aleksander %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F tuora-etal-2021-comparing-learnability %R 10.18653/v1/2021.findings-emnlp.256 %U https://aclanthology.org/2021.findings-emnlp.256 %U https://doi.org/10.18653/v1/2021.findings-emnlp.256 %P 2987-2996 %0 Conference Proceedings %T Argumentation-Driven Evidence Association in Criminal Cases %A Teng, Yefei %A Chao, WenHan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F teng-chao-2021-argumentation-driven %R 10.18653/v1/2021.findings-emnlp.257 %U https://aclanthology.org/2021.findings-emnlp.257 %U https://doi.org/10.18653/v1/2021.findings-emnlp.257 %P 2997-3001 %0 Conference Proceedings %T Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction %A Wang, Bo %A Shen, Tao %A Long, Guodong %A Zhou, Tianyi %A Chang, Yi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-eliminating-sentiment %R 10.18653/v1/2021.findings-emnlp.258 %U https://aclanthology.org/2021.findings-emnlp.258 %U https://doi.org/10.18653/v1/2021.findings-emnlp.258 %P 3002-3012 %0 Conference Proceedings %T Data Efficient Masked Language Modeling for Vision and Language %A Bitton, Yonatan %A Elhadad, Michael %A Stanovsky, Gabriel %A Schwartz, Roy %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F bitton-etal-2021-data-efficient %R 10.18653/v1/2021.findings-emnlp.259 %U https://aclanthology.org/2021.findings-emnlp.259 %U https://doi.org/10.18653/v1/2021.findings-emnlp.259 %P 3013-3028 %0 Conference Proceedings %T Improving Multilingual Neural Machine Translation with Auxiliary Source Languages %A Xu, Weijia %A Yin, Yuwei %A Ma, Shuming %A Zhang, Dongdong %A Huang, Haoyang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xu-etal-2021-improving-multilingual %R 10.18653/v1/2021.findings-emnlp.260 %U https://aclanthology.org/2021.findings-emnlp.260 %U https://doi.org/10.18653/v1/2021.findings-emnlp.260 %P 3029-3041 %0 Conference Proceedings %T How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy %A Rajaee, Sara %A Pilehvar, Mohammad Taher %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F rajaee-pilehvar-2021-fine-tuning %R 10.18653/v1/2021.findings-emnlp.261 %U https://aclanthology.org/2021.findings-emnlp.261 %U https://doi.org/10.18653/v1/2021.findings-emnlp.261 %P 3042-3049 %0 Conference Proceedings %T Locality Preserving Sentence Encoding %A Min, Changrong %A Chu, Yonghe %A Yang, Liang %A Xu, Bo %A Lin, Hongfei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F min-etal-2021-locality-preserving %R 10.18653/v1/2021.findings-emnlp.262 %U https://aclanthology.org/2021.findings-emnlp.262 %U https://doi.org/10.18653/v1/2021.findings-emnlp.262 %P 3050-3060 %0 Conference Proceedings %T Knowledge Representation Learning with Contrastive Completion Coding %A Ouyang, Bo %A Huang, Wenbing %A Chen, Runfa %A Tan, Zhixing %A Liu, Yang %A Sun, Maosong %A Zhu, Jihong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ouyang-etal-2021-knowledge-representation %R 10.18653/v1/2021.findings-emnlp.263 %U https://aclanthology.org/2021.findings-emnlp.263 %U https://doi.org/10.18653/v1/2021.findings-emnlp.263 %P 3061-3073 %0 Conference Proceedings %T Knowledge-Enhanced Evidence Retrieval for Counterargument Generation %A Jo, Yohan %A Yoo, Haneul %A Bak, JinYeong %A Oh, Alice %A Reed, Chris %A Hovy, Eduard %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F jo-etal-2021-knowledge-enhanced %R 10.18653/v1/2021.findings-emnlp.264 %U https://aclanthology.org/2021.findings-emnlp.264 %U https://doi.org/10.18653/v1/2021.findings-emnlp.264 %P 3074-3094 %0 Conference Proceedings %T Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model %A Pal, Kuntal Kumar %A Baral, Chitta %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F pal-baral-2021-investigating-numeracy %R 10.18653/v1/2021.findings-emnlp.265 %U https://aclanthology.org/2021.findings-emnlp.265 %U https://doi.org/10.18653/v1/2021.findings-emnlp.265 %P 3095-3101 %0 Conference Proceedings %T Modeling Mathematical Notation Semantics in Academic Papers %A Jo, Hwiyeol %A Kang, Dongyeop %A Head, Andrew %A Hearst, Marti A. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F jo-etal-2021-modeling-mathematical %R 10.18653/v1/2021.findings-emnlp.266 %U https://aclanthology.org/2021.findings-emnlp.266 %U https://doi.org/10.18653/v1/2021.findings-emnlp.266 %P 3102-3115 %0 Conference Proceedings %T Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens %A Hassan, Saad %A Huenerfauth, Matt %A Alm, Cecilia Ovesdotter %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F hassan-etal-2021-unpacking-interdependent %R 10.18653/v1/2021.findings-emnlp.267 %U https://aclanthology.org/2021.findings-emnlp.267 %U https://doi.org/10.18653/v1/2021.findings-emnlp.267 %P 3116-3123 %0 Conference Proceedings %T Constructing Emotional Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation %A Shen, Lei %A Zhang, Jinchao %A Ou, Jiao %A Zhao, Xiaofang %A Zhou, Jie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F shen-etal-2021-constructing-emotional %R 10.18653/v1/2021.findings-emnlp.268 %U https://aclanthology.org/2021.findings-emnlp.268 %U https://doi.org/10.18653/v1/2021.findings-emnlp.268 %P 3124-3134 %0 Conference Proceedings %T Automatic rule generation for time expression normalization %A Ding, Wentao %A Chen, Jianhao %A Li, Jinmao %A Qu, Yuzhong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ding-etal-2021-automatic-rule %R 10.18653/v1/2021.findings-emnlp.269 %U https://aclanthology.org/2021.findings-emnlp.269 %U https://doi.org/10.18653/v1/2021.findings-emnlp.269 %P 3135-3144 %0 Conference Proceedings %T RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation %A Lu, Peng %A Ghaddar, Abbas %A Rashid, Ahmad %A Rezagholizadeh, Mehdi %A Ghodsi, Ali %A Langlais, Philippe %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lu-etal-2021-rw-kd %R 10.18653/v1/2021.findings-emnlp.270 %U https://aclanthology.org/2021.findings-emnlp.270 %U https://doi.org/10.18653/v1/2021.findings-emnlp.270 %P 3145-3152 %0 Conference Proceedings %T Visual Cues and Error Correction for Translation Robustness %A Li, Zhenhao %A Rei, Marek %A Specia, Lucia %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-visual-cues %R 10.18653/v1/2021.findings-emnlp.271 %U https://aclanthology.org/2021.findings-emnlp.271 %U https://doi.org/10.18653/v1/2021.findings-emnlp.271 %P 3153-3168 %0 Conference Proceedings %T Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers %A Storks, Shane %A Chai, Joyce %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F storks-chai-2021-beyond-tip %R 10.18653/v1/2021.findings-emnlp.272 %U https://aclanthology.org/2021.findings-emnlp.272 %U https://doi.org/10.18653/v1/2021.findings-emnlp.272 %P 3169-3177 %0 Conference Proceedings %T Does Pretraining for Summarization Require Knowledge Transfer? %A Krishna, Kundan %A Bigham, Jeffrey %A Lipton, Zachary C. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F krishna-etal-2021-pretraining-summarization %R 10.18653/v1/2021.findings-emnlp.273 %U https://aclanthology.org/2021.findings-emnlp.273 %U https://doi.org/10.18653/v1/2021.findings-emnlp.273 %P 3178-3189 %0 Conference Proceedings %T Bandits Don’t Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits %A Kreutzer, Julia %A Vilar, David %A Sokolov, Artem %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kreutzer-etal-2021-bandits-dont %R 10.18653/v1/2021.findings-emnlp.274 %U https://aclanthology.org/2021.findings-emnlp.274 %U https://doi.org/10.18653/v1/2021.findings-emnlp.274 %P 3190-3204 %0 Conference Proceedings %T Sometimes We Want Ungrammatical Translations %A Parthasarathi, Prasanna %A Sinha, Koustuv %A Pineau, Joelle %A Williams, Adina %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F parthasarathi-etal-2021-sometimes-want %R 10.18653/v1/2021.findings-emnlp.275 %U https://aclanthology.org/2021.findings-emnlp.275 %U https://doi.org/10.18653/v1/2021.findings-emnlp.275 %P 3205-3227 %0 Conference Proceedings %T An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialog %A Wang, Xingyao %A Jurgens, David %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-jurgens-2021-animated-picture %R 10.18653/v1/2021.findings-emnlp.276 %U https://aclanthology.org/2021.findings-emnlp.276 %U https://doi.org/10.18653/v1/2021.findings-emnlp.276 %P 3228-3257 %0 Conference Proceedings %T SciCap: Generating Captions for Scientific Figures %A Hsu, Ting-Yao %A Giles, C. Lee %A Huang, Ting-Hao %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F hsu-etal-2021-scicap-generating %R 10.18653/v1/2021.findings-emnlp.277 %U https://aclanthology.org/2021.findings-emnlp.277 %U https://doi.org/10.18653/v1/2021.findings-emnlp.277 %P 3258-3264 %0 Conference Proceedings %T SentNoB: A Dataset for Analysing Sentiment on Noisy Bangla Texts %A Islam, Khondoker Ittehadul %A Kar, Sudipta %A Islam, Md Saiful %A Amin, Mohammad Ruhul %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F islam-etal-2021-sentnob-dataset %R 10.18653/v1/2021.findings-emnlp.278 %U https://aclanthology.org/2021.findings-emnlp.278 %U https://doi.org/10.18653/v1/2021.findings-emnlp.278 %P 3265-3271 %0 Conference Proceedings %T Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data %A Nicosia, Massimo %A Qu, Zhongdi %A Altun, Yasemin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F nicosia-etal-2021-translate-fill %R 10.18653/v1/2021.findings-emnlp.279 %U https://aclanthology.org/2021.findings-emnlp.279 %U https://doi.org/10.18653/v1/2021.findings-emnlp.279 %P 3272-3284 %0 Conference Proceedings %T NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application %A Wu, Chuhan %A Wu, Fangzhao %A Yu, Yang %A Qi, Tao %A Huang, Yongfeng %A Liu, Qi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wu-etal-2021-newsbert-distilling %R 10.18653/v1/2021.findings-emnlp.280 %U https://aclanthology.org/2021.findings-emnlp.280 %U https://doi.org/10.18653/v1/2021.findings-emnlp.280 %P 3285-3295 %0 Conference Proceedings %T SD-QA: Spoken Dialectal Question Answering for the Real World %A Faisal, Fahim %A Keshava, Sharlina %A Alam, Md Mahfuz Ibn %A Anastasopoulos, Antonios %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F faisal-etal-2021-sd-qa %R 10.18653/v1/2021.findings-emnlp.281 %U https://aclanthology.org/2021.findings-emnlp.281 %U https://doi.org/10.18653/v1/2021.findings-emnlp.281 %P 3296-3315 %0 Conference Proceedings %T The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation %A Ahia, Orevaoghene %A Kreutzer, Julia %A Hooker, Sara %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ahia-etal-2021-low-resource %R 10.18653/v1/2021.findings-emnlp.282 %U https://aclanthology.org/2021.findings-emnlp.282 %U https://doi.org/10.18653/v1/2021.findings-emnlp.282 %P 3316-3333 %0 Conference Proceedings %T Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence %A Lo, Kelvin %A Jin, Yuan %A Tan, Weicong %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 Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lo-etal-2021-transformer-pre %R 10.18653/v1/2021.findings-emnlp.283 %U https://aclanthology.org/2021.findings-emnlp.283 %U https://doi.org/10.18653/v1/2021.findings-emnlp.283 %P 3334-3340 %0 Conference Proceedings %T Self-Supervised Neural Topic Modeling %A Bahrainian, Seyed Ali %A Jaggi, Martin %A Eickhoff, Carsten %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F bahrainian-etal-2021-self-supervised %R 10.18653/v1/2021.findings-emnlp.284 %U https://aclanthology.org/2021.findings-emnlp.284 %U https://doi.org/10.18653/v1/2021.findings-emnlp.284 %P 3341-3350 %0 Conference Proceedings %T Coreference-aware Surprisal Predicts Brain Response %A Jaffe, Evan %A Oh, Byung-Doh %A Schuler, William %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F jaffe-etal-2021-coreference-aware %R 10.18653/v1/2021.findings-emnlp.285 %U https://aclanthology.org/2021.findings-emnlp.285 %U https://doi.org/10.18653/v1/2021.findings-emnlp.285 %P 3351-3356 %0 Conference Proceedings %T Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation %A Kim, Beomsu %A Seo, Seokjun %A Han, Seungju %A Erdenee, Enkhbayar %A Chang, Buru %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kim-etal-2021-distilling-knowledge %R 10.18653/v1/2021.findings-emnlp.286 %U https://aclanthology.org/2021.findings-emnlp.286 %U https://doi.org/10.18653/v1/2021.findings-emnlp.286 %P 3357-3373 %0 Conference Proceedings %T Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability %A Mishra, Pushkar %A Yannakoudakis, Helen %A Shutova, Ekaterina %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F mishra-etal-2021-modeling-users %R 10.18653/v1/2021.findings-emnlp.287 %U https://aclanthology.org/2021.findings-emnlp.287 %U https://doi.org/10.18653/v1/2021.findings-emnlp.287 %P 3374-3385 %0 Conference Proceedings %T Detecting Community Sensitive Norm Violations in Online Conversations %A Park, Chan Young %A Mendelsohn, Julia %A Radhakrishnan, Karthik %A Jain, Kinjal %A Kanakagiri, Tushar %A Jurgens, David %A Tsvetkov, Yulia %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F park-etal-2021-detecting-community %R 10.18653/v1/2021.findings-emnlp.288 %U https://aclanthology.org/2021.findings-emnlp.288 %U https://doi.org/10.18653/v1/2021.findings-emnlp.288 %P 3386-3397 %0 Conference Proceedings %T SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations %A Sedghamiz, Hooman %A Raval, Shivam %A Santus, Enrico %A Alhanai, Tuka %A Ghassemi, Mohammad %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sedghamiz-etal-2021-supcl-seq %R 10.18653/v1/2021.findings-emnlp.289 %U https://aclanthology.org/2021.findings-emnlp.289 %U https://doi.org/10.18653/v1/2021.findings-emnlp.289 %P 3398-3403 %0 Conference Proceedings %T mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model %A Kær Jørgensen, Rasmus %A Hartmann, Mareike %A Dai, Xiang %A Elliott, Desmond %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kaer-jorgensen-etal-2021-mdapt-multilingual %R 10.18653/v1/2021.findings-emnlp.290 %U https://aclanthology.org/2021.findings-emnlp.290 %U https://doi.org/10.18653/v1/2021.findings-emnlp.290 %P 3404-3418 %0 Conference Proceedings %T COSMic: A Coherence-Aware Generation Metric for Image Descriptions %A Inan, Mert %A Sharma, Piyush %A Khalid, Baber %A Soricut, Radu %A Stone, Matthew %A Alikhani, Malihe %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F inan-etal-2021-cosmic-coherence %R 10.18653/v1/2021.findings-emnlp.291 %U https://aclanthology.org/2021.findings-emnlp.291 %U https://doi.org/10.18653/v1/2021.findings-emnlp.291 %P 3419-3430 %0 Conference Proceedings %T Relation-Guided Pre-Training for Open-Domain Question Answering %A Hu, Ziniu %A Sun, Yizhou %A Chang, Kai-Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F hu-etal-2021-relation-guided %R 10.18653/v1/2021.findings-emnlp.292 %U https://aclanthology.org/2021.findings-emnlp.292 %U https://doi.org/10.18653/v1/2021.findings-emnlp.292 %P 3431-3448 %0 Conference Proceedings %T MURAL: Multimodal, Multitask Representations Across Languages %A Jain, Aashi %A Guo, Mandy %A Srinivasan, Krishna %A Chen, Ting %A Kudugunta, Sneha %A Jia, Chao %A Yang, Yinfei %A Baldridge, Jason %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F jain-etal-2021-mural-multimodal %R 10.18653/v1/2021.findings-emnlp.293 %U https://aclanthology.org/2021.findings-emnlp.293 %U https://doi.org/10.18653/v1/2021.findings-emnlp.293 %P 3449-3463 %0 Conference Proceedings %T AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models %A Tayyar Madabushi, Harish %A Gow-Smith, Edward %A Scarton, Carolina %A Villavicencio, Aline %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F tayyar-madabushi-etal-2021-astitchinlanguagemodels-dataset %R 10.18653/v1/2021.findings-emnlp.294 %U https://aclanthology.org/2021.findings-emnlp.294 %U https://doi.org/10.18653/v1/2021.findings-emnlp.294 %P 3464-3477 %0 Conference Proceedings %T Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration %A Shi, Weiyan %A Li, Yu %A Sahay, Saurav %A Yu, Zhou %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F shi-etal-2021-refine-imitate %R 10.18653/v1/2021.findings-emnlp.295 %U https://aclanthology.org/2021.findings-emnlp.295 %U https://doi.org/10.18653/v1/2021.findings-emnlp.295 %P 3478-3492 %0 Conference Proceedings %T A Computational Exploration of Pejorative Language in Social Media %A Dinu, Liviu P. %A Iordache, Ioan-Bogdan %A Uban, Ana Sabina %A Zampieri, Marcos %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F dinu-etal-2021-computational-exploration %R 10.18653/v1/2021.findings-emnlp.296 %U https://aclanthology.org/2021.findings-emnlp.296 %U https://doi.org/10.18653/v1/2021.findings-emnlp.296 %P 3493-3498 %0 Conference Proceedings %T Evidence-based Fact-Checking of Health-related Claims %A Sarrouti, Mourad %A Ben Abacha, Asma %A Mrabet, Yassine %A Demner-Fushman, Dina %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sarrouti-etal-2021-evidence-based %R 10.18653/v1/2021.findings-emnlp.297 %U https://aclanthology.org/2021.findings-emnlp.297 %U https://doi.org/10.18653/v1/2021.findings-emnlp.297 %P 3499-3512 %0 Conference Proceedings %T Learning and Analyzing Generation Order for Undirected Sequence Models %A Jiang, Yichen %A Bansal, Mohit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F jiang-bansal-2021-learning-analyzing %R 10.18653/v1/2021.findings-emnlp.298 %U https://aclanthology.org/2021.findings-emnlp.298 %U https://doi.org/10.18653/v1/2021.findings-emnlp.298 %P 3513-3523 %0 Conference Proceedings %T Automatic Bilingual Markup Transfer %A Zenkel, Thomas %A Wuebker, Joern %A DeNero, John %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zenkel-etal-2021-automatic-bilingual %R 10.18653/v1/2021.findings-emnlp.299 %U https://aclanthology.org/2021.findings-emnlp.299 %U https://doi.org/10.18653/v1/2021.findings-emnlp.299 %P 3524-3533 %0 Conference Proceedings %T Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media %A Raval, Shivam %A Sedghamiz, Hooman %A Santus, Enrico %A Alhanai, Tuka %A Ghassemi, Mohammad %A Chersoni, Emmanuele %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F raval-etal-2021-exploring-unified %R 10.18653/v1/2021.findings-emnlp.300 %U https://aclanthology.org/2021.findings-emnlp.300 %U https://doi.org/10.18653/v1/2021.findings-emnlp.300 %P 3534-3546 %0 Conference Proceedings %T Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders %A Mercatali, Giangiacomo %A Freitas, André %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F mercatali-freitas-2021-disentangling-generative %R 10.18653/v1/2021.findings-emnlp.301 %U https://aclanthology.org/2021.findings-emnlp.301 %U https://doi.org/10.18653/v1/2021.findings-emnlp.301 %P 3547-3556 %0 Conference Proceedings %T MSD: Saliency-aware Knowledge Distillation for Multimodal Understanding %A Jin, Woojeong %A Sanjabi, Maziar %A Nie, Shaoliang %A Tan, Liang %A Ren, Xiang %A Firooz, Hamed %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F jin-etal-2021-msd-saliency %R 10.18653/v1/2021.findings-emnlp.302 %U https://aclanthology.org/2021.findings-emnlp.302 %U https://doi.org/10.18653/v1/2021.findings-emnlp.302 %P 3557-3569 %0 Conference Proceedings %T Do UD Trees Match Mention Spans in Coreference Annotations? %A Popel, Martin %A Žabokrtský, Zdeněk %A Nedoluzhko, Anna %A Novák, Michal %A Zeman, Daniel %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F popel-etal-2021-ud-trees %R 10.18653/v1/2021.findings-emnlp.303 %U https://aclanthology.org/2021.findings-emnlp.303 %U https://doi.org/10.18653/v1/2021.findings-emnlp.303 %P 3570-3576 %0 Conference Proceedings %T Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference %A Kudugunta, Sneha %A Huang, Yanping %A Bapna, Ankur %A Krikun, Maxim %A Lepikhin, Dmitry %A Luong, Minh-Thang %A Firat, Orhan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kudugunta-etal-2021-beyond-distillation %R 10.18653/v1/2021.findings-emnlp.304 %U https://aclanthology.org/2021.findings-emnlp.304 %U https://doi.org/10.18653/v1/2021.findings-emnlp.304 %P 3577-3599 %0 Conference Proceedings %T TAG: Gradient Attack on Transformer-based Language Models %A Deng, Jieren %A Wang, Yijue %A Li, Ji %A Wang, Chenghong %A Shang, Chao %A Liu, Hang %A Rajasekaran, Sanguthevar %A Ding, Caiwen %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F deng-etal-2021-tag-gradient %R 10.18653/v1/2021.findings-emnlp.305 %U https://aclanthology.org/2021.findings-emnlp.305 %U https://doi.org/10.18653/v1/2021.findings-emnlp.305 %P 3600-3610 %0 Conference Proceedings %T Generating Realistic Natural Language Counterfactuals %A Robeer, Marcel %A Bex, Floris %A Feelders, Ad %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F robeer-etal-2021-generating-realistic %R 10.18653/v1/2021.findings-emnlp.306 %U https://aclanthology.org/2021.findings-emnlp.306 %U https://doi.org/10.18653/v1/2021.findings-emnlp.306 %P 3611-3625 %0 Conference Proceedings %T Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach %A Deshmukh, Anup Anand %A Zhang, Qianqiu %A Li, Ming %A Lin, Jimmy %A Mou, Lili %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F deshmukh-etal-2021-unsupervised-chunking %R 10.18653/v1/2021.findings-emnlp.307 %U https://aclanthology.org/2021.findings-emnlp.307 %U https://doi.org/10.18653/v1/2021.findings-emnlp.307 %P 3626-3634 %0 Conference Proceedings %T Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects %A Caucheteux, Charlotte %A Gramfort, Alexandre %A King, Jean-Remi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F caucheteux-etal-2021-model-based %R 10.18653/v1/2021.findings-emnlp.308 %U https://aclanthology.org/2021.findings-emnlp.308 %U https://doi.org/10.18653/v1/2021.findings-emnlp.308 %P 3635-3644 %0 Conference Proceedings %T Gated Transformer for Robust De-noised Sequence-to-Sequence Modelling %A Sengupta, Ayan %A Kumar, Amit %A Bhattacharjee, Sourabh Kumar %A Roy, Suman %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sengupta-etal-2021-gated-transformer %R 10.18653/v1/2021.findings-emnlp.309 %U https://aclanthology.org/2021.findings-emnlp.309 %U https://doi.org/10.18653/v1/2021.findings-emnlp.309 %P 3645-3657 %0 Conference Proceedings %T Token-wise Curriculum Learning for Neural Machine Translation %A Liang, Chen %A Jiang, Haoming %A Liu, Xiaodong %A He, Pengcheng %A Chen, Weizhu %A Gao, Jianfeng %A Zhao, Tuo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liang-etal-2021-token-wise %R 10.18653/v1/2021.findings-emnlp.310 %U https://aclanthology.org/2021.findings-emnlp.310 %U https://doi.org/10.18653/v1/2021.findings-emnlp.310 %P 3658-3670 %0 Conference Proceedings %T RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification %A Narvala, Hitarth %A McDonald, Graham %A Ounis, Iadh %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F narvala-etal-2021-reldiff-enriching %R 10.18653/v1/2021.findings-emnlp.311 %U https://aclanthology.org/2021.findings-emnlp.311 %U https://doi.org/10.18653/v1/2021.findings-emnlp.311 %P 3671-3681 %0 Conference Proceedings %T Post-Editing Extractive Summaries by Definiteness Prediction %A Kabbara, Jad %A Cheung, Jackie Chi Kit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kabbara-cheung-2021-post-editing %R 10.18653/v1/2021.findings-emnlp.312 %U https://aclanthology.org/2021.findings-emnlp.312 %U https://doi.org/10.18653/v1/2021.findings-emnlp.312 %P 3682-3692 %0 Conference Proceedings %T Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations %A Zhang, Longxiang %A Negrinho, Renato %A Ghosh, Arindam %A Jagannathan, Vasudevan %A Hassanzadeh, Hamid Reza %A Schaaf, Thomas %A Gormley, Matthew R. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-leveraging-pretrained %R 10.18653/v1/2021.findings-emnlp.313 %U https://aclanthology.org/2021.findings-emnlp.313 %U https://doi.org/10.18653/v1/2021.findings-emnlp.313 %P 3693-3712 %0 Conference Proceedings %T Distilling Knowledge for Empathy Detection %A Hosseini, Mahshid %A Caragea, Cornelia %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F hosseini-caragea-2021-distilling-knowledge %R 10.18653/v1/2021.findings-emnlp.314 %U https://aclanthology.org/2021.findings-emnlp.314 %U https://doi.org/10.18653/v1/2021.findings-emnlp.314 %P 3713-3724 %0 Conference Proceedings %T Adapting Entities across Languages and Cultures %A Peskov, Denis %A Hangya, Viktor %A Boyd-Graber, Jordan %A Fraser, Alexander %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F peskov-etal-2021-adapting-entities %R 10.18653/v1/2021.findings-emnlp.315 %U https://aclanthology.org/2021.findings-emnlp.315 %U https://doi.org/10.18653/v1/2021.findings-emnlp.315 %P 3725-3750 %0 Conference Proceedings %T ODIST: Open World Classification via Distributionally Shifted Instances %A Shu, Lei %A Benajiba, Yassine %A Mansour, Saab %A Zhang, Yi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F shu-etal-2021-odist-open %R 10.18653/v1/2021.findings-emnlp.316 %U https://aclanthology.org/2021.findings-emnlp.316 %U https://doi.org/10.18653/v1/2021.findings-emnlp.316 %P 3751-3756 %0 Conference Proceedings %T LAMAD: A Linguistic Attentional Model for Arabic Text Diacritization %A Al-Sabri, Raeed %A Gao, Jianliang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F al-sabri-gao-2021-lamad-linguistic %R 10.18653/v1/2021.findings-emnlp.317 %U https://aclanthology.org/2021.findings-emnlp.317 %U https://doi.org/10.18653/v1/2021.findings-emnlp.317 %P 3757-3764 %0 Conference Proceedings %T Sequence-to-Lattice Models for Fast Translation %A Deng, Yuntian %A Rush, Alexander %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F deng-rush-2021-sequence-lattice %R 10.18653/v1/2021.findings-emnlp.318 %U https://aclanthology.org/2021.findings-emnlp.318 %U https://doi.org/10.18653/v1/2021.findings-emnlp.318 %P 3765-3772 %0 Conference Proceedings %T Towards Realistic Single-Task Continuous Learning Research for NER %A Payan, Justin %A Merhav, Yuval %A Xie, He %A Krishna, Satyapriya %A Ramakrishna, Anil %A Sridhar, Mukund %A Gupta, Rahul %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F payan-etal-2021-towards-realistic %R 10.18653/v1/2021.findings-emnlp.319 %U https://aclanthology.org/2021.findings-emnlp.319 %U https://doi.org/10.18653/v1/2021.findings-emnlp.319 %P 3773-3783 %0 Conference Proceedings %T Retrieval Augmentation Reduces Hallucination in Conversation %A Shuster, Kurt %A Poff, Spencer %A Chen, Moya %A Kiela, Douwe %A Weston, Jason %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F shuster-etal-2021-retrieval-augmentation %R 10.18653/v1/2021.findings-emnlp.320 %U https://aclanthology.org/2021.findings-emnlp.320 %U https://doi.org/10.18653/v1/2021.findings-emnlp.320 %P 3784-3803 %0 Conference Proceedings %T Towards Automatic Bias Detection in Knowledge Graphs %A Keidar, Daphna %A Zhong, Mian %A Zhang, Ce %A Shrestha, Yash Raj %A Paudel, Bibek %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F keidar-etal-2021-towards-automatic %R 10.18653/v1/2021.findings-emnlp.321 %U https://aclanthology.org/2021.findings-emnlp.321 %U https://doi.org/10.18653/v1/2021.findings-emnlp.321 %P 3804-3811 %0 Conference Proceedings %T Searching for More Efficient Dynamic Programs %A Vieira, Tim %A Cotterell, Ryan %A Eisner, Jason %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F vieira-etal-2021-searching-efficient %R 10.18653/v1/2021.findings-emnlp.322 %U https://aclanthology.org/2021.findings-emnlp.322 %U https://doi.org/10.18653/v1/2021.findings-emnlp.322 %P 3812-3830 %0 Conference Proceedings %T Revisiting Robust Neural Machine Translation: A Transformer Case Study %A Passban, Peyman %A Saladi, Puneeth %A Liu, Qun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F passban-etal-2021-revisiting-robust %R 10.18653/v1/2021.findings-emnlp.323 %U https://aclanthology.org/2021.findings-emnlp.323 %U https://doi.org/10.18653/v1/2021.findings-emnlp.323 %P 3831-3840 %0 Conference Proceedings %T Can NLI Models Verify QA Systems’ Predictions? %A Chen, Jifan %A Choi, Eunsol %A Durrett, Greg %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chen-etal-2021-nli-models %R 10.18653/v1/2021.findings-emnlp.324 %U https://aclanthology.org/2021.findings-emnlp.324 %U https://doi.org/10.18653/v1/2021.findings-emnlp.324 %P 3841-3854 %0 Conference Proceedings %T Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models %A Lu, Qiuhao %A Dou, Dejing %A Nguyen, Thien Huu %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lu-etal-2021-parameter-efficient %R 10.18653/v1/2021.findings-emnlp.325 %U https://aclanthology.org/2021.findings-emnlp.325 %U https://doi.org/10.18653/v1/2021.findings-emnlp.325 %P 3855-3865 %0 Conference Proceedings %T Uncovering Implicit Gender Bias in Narratives through Commonsense Inference %A Huang, Tenghao %A Brahman, Faeze %A Shwartz, Vered %A Chaturvedi, Snigdha %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F huang-etal-2021-uncovering-implicit %R 10.18653/v1/2021.findings-emnlp.326 %U https://aclanthology.org/2021.findings-emnlp.326 %U https://doi.org/10.18653/v1/2021.findings-emnlp.326 %P 3866-3873 %0 Conference Proceedings %T Contrastive Document Representation Learning with Graph Attention Networks %A Xu, Peng %A Chen, Xinchi %A Ma, Xiaofei %A Huang, Zhiheng %A Xiang, Bing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xu-etal-2021-contrastive-document %R 10.18653/v1/2021.findings-emnlp.327 %U https://aclanthology.org/2021.findings-emnlp.327 %U https://doi.org/10.18653/v1/2021.findings-emnlp.327 %P 3874-3884 %0 Conference Proceedings %T Convex Aggregation for Opinion Summarization %A Iso, Hayate %A Wang, Xiaolan %A Suhara, Yoshihiko %A Angelidis, Stefanos %A Tan, Wang-Chiew %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F iso-etal-2021-convex-aggregation %R 10.18653/v1/2021.findings-emnlp.328 %U https://aclanthology.org/2021.findings-emnlp.328 %U https://doi.org/10.18653/v1/2021.findings-emnlp.328 %P 3885-3903 %0 Conference Proceedings %T Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings %A Alqahtani, Sawsan %A Lalwani, Garima %A Zhang, Yi %A Romeo, Salvatore %A Mansour, Saab %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F alqahtani-etal-2021-using-optimal %R 10.18653/v1/2021.findings-emnlp.329 %U https://aclanthology.org/2021.findings-emnlp.329 %U https://doi.org/10.18653/v1/2021.findings-emnlp.329 %P 3904-3919 %0 Conference Proceedings %T Uncertainty-Aware Machine Translation Evaluation %A Glushkova, Taisiya %A Zerva, Chrysoula %A Rei, Ricardo %A Martins, André F. T. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F glushkova-etal-2021-uncertainty-aware %R 10.18653/v1/2021.findings-emnlp.330 %U https://aclanthology.org/2021.findings-emnlp.330 %U https://doi.org/10.18653/v1/2021.findings-emnlp.330 %P 3920-3938 %0 Conference Proceedings %T Neural Unification for Logic Reasoning over Natural Language %A Picco, Gabriele %A Hoang, Thanh Lam %A Sbodio, Marco Luca %A Lopez, Vanessa %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F picco-etal-2021-neural-unification %R 10.18653/v1/2021.findings-emnlp.331 %U https://aclanthology.org/2021.findings-emnlp.331 %U https://doi.org/10.18653/v1/2021.findings-emnlp.331 %P 3939-3950 %0 Conference Proceedings %T From None to Severe: Predicting Severity in Movie Scripts %A Zhang, Yigeng %A Shafaei, Mahsa %A Gonzalez, Fabio %A Solorio, Thamar %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-none-severe %R 10.18653/v1/2021.findings-emnlp.332 %U https://aclanthology.org/2021.findings-emnlp.332 %U https://doi.org/10.18653/v1/2021.findings-emnlp.332 %P 3951-3956 %0 Conference Proceedings %T Benchmarking Meta-embeddings: What Works and What Does Not %A García-Ferrero, Iker %A Agerri, Rodrigo %A Rigau, German %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F garcia-ferrero-etal-2021-benchmarking-meta %R 10.18653/v1/2021.findings-emnlp.333 %U https://aclanthology.org/2021.findings-emnlp.333 %U https://doi.org/10.18653/v1/2021.findings-emnlp.333 %P 3957-3972 %0 Conference Proceedings %T A Plug-and-Play Method for Controlled Text Generation %A Pascual, Damian %A Egressy, Beni %A Meister, Clara %A Cotterell, Ryan %A Wattenhofer, Roger %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F pascual-etal-2021-plug-play %R 10.18653/v1/2021.findings-emnlp.334 %U https://aclanthology.org/2021.findings-emnlp.334 %U https://doi.org/10.18653/v1/2021.findings-emnlp.334 %P 3973-3997 %0 Conference Proceedings %T A Corpus-based Syntactic Analysis of Two-termed Unlike Coordination %A Kallini, Julie %A Fellbaum, Christiane %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kallini-fellbaum-2021-corpus-based %R 10.18653/v1/2021.findings-emnlp.335 %U https://aclanthology.org/2021.findings-emnlp.335 %U https://doi.org/10.18653/v1/2021.findings-emnlp.335 %P 3998-4008 %0 Conference Proceedings %T Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation %A Yan, An %A He, Zexue %A Lu, Xing %A Du, Jiang %A Chang, Eric %A Gentili, Amilcare %A McAuley, Julian %A Hsu, Chun-Nan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yan-etal-2021-weakly-supervised %R 10.18653/v1/2021.findings-emnlp.336 %U https://aclanthology.org/2021.findings-emnlp.336 %U https://doi.org/10.18653/v1/2021.findings-emnlp.336 %P 4009-4015 %0 Conference Proceedings %T NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions %A Chen, Zhiyu %A Liu, Honglei %A Xu, Hu %A Moon, Seungwhan %A Zhou, Hao %A Liu, Bing %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chen-etal-2021-nuanced-natural %R 10.18653/v1/2021.findings-emnlp.337 %U https://aclanthology.org/2021.findings-emnlp.337 %U https://doi.org/10.18653/v1/2021.findings-emnlp.337 %P 4016-4024 %0 Conference Proceedings %T Table-based Fact Verification With Salience-aware Learning %A Wang, Fei %A Sun, Kexuan %A Pujara, Jay %A Szekely, Pedro %A Chen, Muhao %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-table-based %R 10.18653/v1/2021.findings-emnlp.338 %U https://aclanthology.org/2021.findings-emnlp.338 %U https://doi.org/10.18653/v1/2021.findings-emnlp.338 %P 4025-4036 %0 Conference Proceedings %T Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage %A Tourni, Isidora %A Guo, Lei %A Daryanto, Taufiq Husada %A Zhafransyah, Fabian %A Halim, Edward Edberg %A Jalal, Mona %A Chen, Boqi %A Lai, Sha %A Hu, Hengchang %A Betke, Margrit %A Ishwar, Prakash %A Wijaya, Derry Tanti %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F tourni-etal-2021-detecting-frames %R 10.18653/v1/2021.findings-emnlp.339 %U https://aclanthology.org/2021.findings-emnlp.339 %U https://doi.org/10.18653/v1/2021.findings-emnlp.339 %P 4037-4050 %0 Conference Proceedings %T Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event %A Khanal, Sarthak %A Caragea, Doina %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F khanal-caragea-2021-multi-task %R 10.18653/v1/2021.findings-emnlp.340 %U https://aclanthology.org/2021.findings-emnlp.340 %U https://doi.org/10.18653/v1/2021.findings-emnlp.340 %P 4051-4056 %0 Conference Proceedings %T Graph-Based Decoding for Task Oriented Semantic Parsing %A Cole, Jeremy %A Jiang, Nanjiang %A Pasupat, Panupong %A He, Luheng %A Shaw, Peter %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F cole-etal-2021-graph-based %R 10.18653/v1/2021.findings-emnlp.341 %U https://aclanthology.org/2021.findings-emnlp.341 %U https://doi.org/10.18653/v1/2021.findings-emnlp.341 %P 4057-4065 %0 Conference Proceedings %T Expected Validation Performance and Estimation of a Random Variable’s Maximum %A Dodge, Jesse %A Gururangan, Suchin %A Card, Dallas %A Schwartz, Roy %A Smith, Noah A. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F dodge-etal-2021-expected-validation %R 10.18653/v1/2021.findings-emnlp.342 %U https://aclanthology.org/2021.findings-emnlp.342 %U https://doi.org/10.18653/v1/2021.findings-emnlp.342 %P 4066-4073 %0 Conference Proceedings %T How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks %A Van, Hoang %A Tang, Zheng %A Surdeanu, Mihai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F van-etal-2021-may-help %R 10.18653/v1/2021.findings-emnlp.343 %U https://aclanthology.org/2021.findings-emnlp.343 %U https://doi.org/10.18653/v1/2021.findings-emnlp.343 %P 4074-4080 %0 Conference Proceedings %T Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers %A Reid, Machel %A Marrese-Taylor, Edison %A Matsuo, Yutaka %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F reid-etal-2021-subformer-exploring %R 10.18653/v1/2021.findings-emnlp.344 %U https://aclanthology.org/2021.findings-emnlp.344 %U https://doi.org/10.18653/v1/2021.findings-emnlp.344 %P 4081-4090 %0 Conference Proceedings %T Leveraging Information Bottleneck for Scientific Document Summarization %A Ju, Jiaxin %A Liu, Ming %A Koh, Huan Yee %A Jin, Yuan %A Du, Lan %A Pan, Shirui %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ju-etal-2021-leveraging-information %R 10.18653/v1/2021.findings-emnlp.345 %U https://aclanthology.org/2021.findings-emnlp.345 %U https://doi.org/10.18653/v1/2021.findings-emnlp.345 %P 4091-4098 %0 Conference Proceedings %T Reconsidering the Past: Optimizing Hidden States in Language Models %A Yoshida, Davis %A Gimpel, Kevin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yoshida-gimpel-2021-reconsidering-past %R 10.18653/v1/2021.findings-emnlp.346 %U https://aclanthology.org/2021.findings-emnlp.346 %U https://doi.org/10.18653/v1/2021.findings-emnlp.346 %P 4099-4105 %0 Conference Proceedings %T Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots %A Zhao, Wenting %A Liu, Ye %A Wan, Yao %A Yu, Philip %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhao-etal-2021-attend-memorize %R 10.18653/v1/2021.findings-emnlp.347 %U https://aclanthology.org/2021.findings-emnlp.347 %U https://doi.org/10.18653/v1/2021.findings-emnlp.347 %P 4106-4117 %0 Conference Proceedings %T ARCH: Efficient Adversarial Regularized Training with Caching %A Zuo, Simiao %A Liang, Chen %A Jiang, Haoming %A He, Pengcheng %A Liu, Xiaodong %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 Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zuo-etal-2021-arch-efficient %R 10.18653/v1/2021.findings-emnlp.348 %U https://aclanthology.org/2021.findings-emnlp.348 %U https://doi.org/10.18653/v1/2021.findings-emnlp.348 %P 4118-4131 %0 Conference Proceedings %T Probing Commonsense Explanation in Dialogue Response Generation %A Zhou, Pei %A Jandaghi, Pegah %A Cho, Hyundong %A Lin, Bill Yuchen %A Pujara, Jay %A Ren, Xiang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhou-etal-2021-probing-commonsense %R 10.18653/v1/2021.findings-emnlp.349 %U https://aclanthology.org/2021.findings-emnlp.349 %U https://doi.org/10.18653/v1/2021.findings-emnlp.349 %P 4132-4146 %0 Conference Proceedings %T NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset %A Zhang, Qiyuan %A Wang, Lei %A Yu, Sicheng %A Wang, Shuohang %A Wang, Yang %A Jiang, Jing %A Lim, Ee-Peng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-noahqa-numerical %R 10.18653/v1/2021.findings-emnlp.350 %U https://aclanthology.org/2021.findings-emnlp.350 %U https://doi.org/10.18653/v1/2021.findings-emnlp.350 %P 4147-4161 %0 Conference Proceedings %T Textual Time Travel: A Temporally Informed Approach to Theory of Mind %A Arodi, Akshatha %A Cheung, Jackie Chi Kit %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F arodi-cheung-2021-textual-time %R 10.18653/v1/2021.findings-emnlp.351 %U https://aclanthology.org/2021.findings-emnlp.351 %U https://doi.org/10.18653/v1/2021.findings-emnlp.351 %P 4162-4172 %0 Conference Proceedings %T Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding %A He, Zexue %A Majumder, Bodhisattwa Prasad %A McAuley, Julian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F he-etal-2021-detect-perturb %R 10.18653/v1/2021.findings-emnlp.352 %U https://aclanthology.org/2021.findings-emnlp.352 %U https://doi.org/10.18653/v1/2021.findings-emnlp.352 %P 4173-4181 %0 Conference Proceedings %T HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning %A Ma, Mingyu Derek %A Chen, Muhao %A Wu, Te-Lin %A Peng, Nanyun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ma-etal-2021-hyperexpan-taxonomy %R 10.18653/v1/2021.findings-emnlp.353 %U https://aclanthology.org/2021.findings-emnlp.353 %U https://doi.org/10.18653/v1/2021.findings-emnlp.353 %P 4182-4194 %0 Conference Proceedings %T Want To Reduce Labeling Cost? GPT-3 Can Help %A Wang, Shuohang %A Liu, Yang %A Xu, Yichong %A Zhu, Chenguang %A Zeng, Michael %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-want-reduce %R 10.18653/v1/2021.findings-emnlp.354 %U https://aclanthology.org/2021.findings-emnlp.354 %U https://doi.org/10.18653/v1/2021.findings-emnlp.354 %P 4195-4205 %0 Conference Proceedings %T Written Justifications are Key to Aggregate Crowdsourced Forecasts %A Kotamraju, Saketh %A Blanco, Eduardo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kotamraju-blanco-2021-written-justifications %R 10.18653/v1/2021.findings-emnlp.355 %U https://aclanthology.org/2021.findings-emnlp.355 %U https://doi.org/10.18653/v1/2021.findings-emnlp.355 %P 4206-4216 %0 Conference Proceedings %T Cleaning Dirty Books: Post-OCR Processing for Previously Scanned Texts %A Kim, Allen %A Pethe, Charuta %A Inoue, Naoya %A Skiena, Steve %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kim-etal-2021-cleaning-dirty %R 10.18653/v1/2021.findings-emnlp.356 %U https://aclanthology.org/2021.findings-emnlp.356 %U https://doi.org/10.18653/v1/2021.findings-emnlp.356 %P 4217-4226 %0 Conference Proceedings %T Bag of Tricks for Optimizing Transformer Efficiency %A Lin, Ye %A Li, Yanyang %A Xiao, Tong %A Zhu, Jingbo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lin-etal-2021-bag-tricks %R 10.18653/v1/2021.findings-emnlp.357 %U https://aclanthology.org/2021.findings-emnlp.357 %U https://doi.org/10.18653/v1/2021.findings-emnlp.357 %P 4227-4233 %0 Conference Proceedings %T Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation %A Zheng, Xin %A Zhang, Zhirui %A Huang, Shujian %A Chen, Boxing %A Xie, Jun %A Luo, Weihua %A Chen, Jiajun %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zheng-etal-2021-non-parametric %R 10.18653/v1/2021.findings-emnlp.358 %U https://aclanthology.org/2021.findings-emnlp.358 %U https://doi.org/10.18653/v1/2021.findings-emnlp.358 %P 4234-4241 %0 Conference Proceedings %T The Topic Confusion Task: A Novel Evaluation Scenario for Authorship Attribution %A Altakrori, Malik %A Cheung, Jackie Chi Kit %A Fung, Benjamin C. M. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F altakrori-etal-2021-topic-confusion %R 10.18653/v1/2021.findings-emnlp.359 %U https://aclanthology.org/2021.findings-emnlp.359 %U https://doi.org/10.18653/v1/2021.findings-emnlp.359 %P 4242-4256 %0 Conference Proceedings %T Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health %A Lee, Andrew %A Kummerfeld, Jonathan K. %A An, Larry %A Mihalcea, Rada %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lee-etal-2021-micromodels-efficient %R 10.18653/v1/2021.findings-emnlp.360 %U https://aclanthology.org/2021.findings-emnlp.360 %U https://doi.org/10.18653/v1/2021.findings-emnlp.360 %P 4257-4272 %0 Conference Proceedings %T Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models %A Savelka, Jaromir %A Ashley, Kevin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F savelka-ashley-2021-discovering-explanatory %R 10.18653/v1/2021.findings-emnlp.361 %U https://aclanthology.org/2021.findings-emnlp.361 %U https://doi.org/10.18653/v1/2021.findings-emnlp.361 %P 4273-4283 %0 Conference Proceedings %T FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning %A Wang, Xu %A Zhang, Hainan %A Zhao, Shuai %A Zou, Yanyan %A Chen, Hongshen %A Ding, Zhuoye %A Cheng, Bo %A Lan, Yanyan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-fcm-fine %R 10.18653/v1/2021.findings-emnlp.362 %U https://aclanthology.org/2021.findings-emnlp.362 %U https://doi.org/10.18653/v1/2021.findings-emnlp.362 %P 4284-4293 %0 Conference Proceedings %T Reference-based Weak Supervision for Answer Sentence Selection using Web Data %A Krishnamurthy, Vivek %A Vu, Thuy %A Moschitti, Alessandro %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F krishnamurthy-etal-2021-reference-based %R 10.18653/v1/2021.findings-emnlp.363 %U https://aclanthology.org/2021.findings-emnlp.363 %U https://doi.org/10.18653/v1/2021.findings-emnlp.363 %P 4294-4299 %0 Conference Proceedings %T A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representation %A Li, Dingcheng %A Fei, Hongliang %A Ren, Shaogang %A Li, Ping %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F li-etal-2021-deep-decomposable %R 10.18653/v1/2021.findings-emnlp.364 %U https://aclanthology.org/2021.findings-emnlp.364 %U https://doi.org/10.18653/v1/2021.findings-emnlp.364 %P 4300-4310 %0 Conference Proceedings %T Improved Word Sense Disambiguation with Enhanced Sense Representations %A Song, Yang %A Ong, Xin Cai %A Ng, Hwee Tou %A Lin, Qian %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F song-etal-2021-improved-word %R 10.18653/v1/2021.findings-emnlp.365 %U https://aclanthology.org/2021.findings-emnlp.365 %U https://doi.org/10.18653/v1/2021.findings-emnlp.365 %P 4311-4320 %0 Conference Proceedings %T Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables %A Wang, Weizhi %A Zhang, Zhirui %A Du, Yichao %A Chen, Boxing %A Xie, Jun %A Luo, Weihua %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-rethinking-zero %R 10.18653/v1/2021.findings-emnlp.366 %U https://aclanthology.org/2021.findings-emnlp.366 %U https://doi.org/10.18653/v1/2021.findings-emnlp.366 %P 4321-4327 %0 Conference Proceedings %T FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition %A Leng, Yichong %A Tan, Xu %A Wang, Rui %A Zhu, Linchen %A Xu, Jin %A Liu, Wenjie %A Liu, Linquan %A Li, Xiang-Yang %A Qin, Tao %A Lin, Edward %A Liu, Tie-Yan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F leng-etal-2021-fastcorrect-2 %R 10.18653/v1/2021.findings-emnlp.367 %U https://aclanthology.org/2021.findings-emnlp.367 %U https://doi.org/10.18653/v1/2021.findings-emnlp.367 %P 4328-4337 %0 Conference Proceedings %T Task-Oriented Clustering for Dialogues %A Lv, Chenxu %A Lu, Hengtong %A Lei, Shuyu %A Jiang, Huixing %A Wu, Wei %A Yuan, Caixia %A Wang, Xiaojie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lv-etal-2021-task-oriented %R 10.18653/v1/2021.findings-emnlp.368 %U https://aclanthology.org/2021.findings-emnlp.368 %U https://doi.org/10.18653/v1/2021.findings-emnlp.368 %P 4338-4347 %0 Conference Proceedings %T Mitigating Data Poisoning in Text Classification with Differential Privacy %A Xu, Chang %A Wang, Jun %A Guzmán, Francisco %A Rubinstein, Benjamin %A Cohn, Trevor %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xu-etal-2021-mitigating-data %R 10.18653/v1/2021.findings-emnlp.369 %U https://aclanthology.org/2021.findings-emnlp.369 %U https://doi.org/10.18653/v1/2021.findings-emnlp.369 %P 4348-4356 %0 Conference Proceedings %T Does Vision-and-Language Pretraining Improve Lexical Grounding? %A Yun, Tian %A Sun, Chen %A Pavlick, Ellie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yun-etal-2021-vision-language %R 10.18653/v1/2021.findings-emnlp.370 %U https://aclanthology.org/2021.findings-emnlp.370 %U https://doi.org/10.18653/v1/2021.findings-emnlp.370 %P 4357-4366 %0 Conference Proceedings %T Character-based PCFG Induction for Modeling the Syntactic Acquisition of Morphologically Rich Languages %A Jin, Lifeng %A Oh, Byung-Doh %A Schuler, William %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F jin-etal-2021-character-based %R 10.18653/v1/2021.findings-emnlp.371 %U https://aclanthology.org/2021.findings-emnlp.371 %U https://doi.org/10.18653/v1/2021.findings-emnlp.371 %P 4367-4378 %0 Conference Proceedings %T Block-wise Word Embedding Compression Revisited: Better Weighting and Structuring %A Lee, Jong-Ryul %A Lee, Yong-Ju %A Moon, Yong-Hyuk %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lee-etal-2021-block-wise %R 10.18653/v1/2021.findings-emnlp.372 %U https://aclanthology.org/2021.findings-emnlp.372 %U https://doi.org/10.18653/v1/2021.findings-emnlp.372 %P 4379-4388 %0 Conference Proceedings %T Switch Point biased Self-Training: Re-purposing Pretrained Models for Code-Switching %A Chopra, Parul %A Rallabandi, Sai Krishna %A Black, Alan W. %A Chandu, Khyathi Raghavi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chopra-etal-2021-switch-point %R 10.18653/v1/2021.findings-emnlp.373 %U https://aclanthology.org/2021.findings-emnlp.373 %U https://doi.org/10.18653/v1/2021.findings-emnlp.373 %P 4389-4397 %0 Conference Proceedings %T Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates %A Han, Xiaochuang %A Tsvetkov, Yulia %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F han-tsvetkov-2021-influence-tuning %R 10.18653/v1/2021.findings-emnlp.374 %U https://aclanthology.org/2021.findings-emnlp.374 %U https://doi.org/10.18653/v1/2021.findings-emnlp.374 %P 4398-4409 %0 Conference Proceedings %T Learning Task Sampling Policy for Multitask Learning %A Sundararaman, Dhanasekar %A Tsai, Henry %A Lee, Kuang-Huei %A Turc, Iulia %A Carin, Lawrence %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sundararaman-etal-2021-learning-task %R 10.18653/v1/2021.findings-emnlp.375 %U https://aclanthology.org/2021.findings-emnlp.375 %U https://doi.org/10.18653/v1/2021.findings-emnlp.375 %P 4410-4415 %0 Conference Proceedings %T Competing Independent Modules for Knowledge Integration and Optimization %A Bagherzadeh, Parsa %A Bergler, Sabine %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F bagherzadeh-bergler-2021-competing-independent %R 10.18653/v1/2021.findings-emnlp.376 %U https://aclanthology.org/2021.findings-emnlp.376 %U https://doi.org/10.18653/v1/2021.findings-emnlp.376 %P 4416-4425 %0 Conference Proceedings %T An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next %A Zhang, Yusen %A Ni, Ansong %A Yu, Tao %A Zhang, Rui %A Zhu, Chenguang %A Deb, Budhaditya %A Celikyilmaz, Asli %A Awadallah, Ahmed Hassan %A Radev, Dragomir %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-exploratory-study %R 10.18653/v1/2021.findings-emnlp.377 %U https://aclanthology.org/2021.findings-emnlp.377 %U https://doi.org/10.18653/v1/2021.findings-emnlp.377 %P 4426-4433 %0 Conference Proceedings %T Improving Text Auto-Completion with Next Phrase Prediction %A Lee, Dong-Ho %A Hu, Zhiqiang %A Lee, Roy Ka-Wei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lee-etal-2021-improving-text-auto %R 10.18653/v1/2021.findings-emnlp.378 %U https://aclanthology.org/2021.findings-emnlp.378 %U https://doi.org/10.18653/v1/2021.findings-emnlp.378 %P 4434-4438 %0 Conference Proceedings %T MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their Targets %A Pramanick, Shraman %A Sharma, Shivam %A Dimitrov, Dimitar %A Akhtar, Md. Shad %A Nakov, Preslav %A Chakraborty, Tanmoy %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F pramanick-etal-2021-momenta-multimodal %R 10.18653/v1/2021.findings-emnlp.379 %U https://aclanthology.org/2021.findings-emnlp.379 %U https://doi.org/10.18653/v1/2021.findings-emnlp.379 %P 4439-4455 %0 Conference Proceedings %T NICE: Neural Image Commenting with Empathy %A Chen, Kezhen %A Huang, Qiuyuan %A McDuff, Daniel %A Gao, Xiang %A Palangi, Hamid %A Wang, Jianfeng %A Forbus, Kenneth %A Gao, Jianfeng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chen-etal-2021-nice-neural %R 10.18653/v1/2021.findings-emnlp.380 %U https://aclanthology.org/2021.findings-emnlp.380 %U https://doi.org/10.18653/v1/2021.findings-emnlp.380 %P 4456-4472 %0 Conference Proceedings %T HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks %A Liu, Xuye %A Wang, Dakuo %A Wang, April %A Hou, Yufang %A Wu, Lingfei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liu-etal-2021-haconvgnn-hierarchical %R 10.18653/v1/2021.findings-emnlp.381 %U https://aclanthology.org/2021.findings-emnlp.381 %U https://doi.org/10.18653/v1/2021.findings-emnlp.381 %P 4473-4485 %0 Conference Proceedings %T A multilabel approach to morphosyntactic probing %A Shapiro, Naomi %A Paullada, Amandalynne %A Steinert-Threlkeld, Shane %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F shapiro-etal-2021-multilabel-approach %R 10.18653/v1/2021.findings-emnlp.382 %U https://aclanthology.org/2021.findings-emnlp.382 %U https://doi.org/10.18653/v1/2021.findings-emnlp.382 %P 4486-4524 %0 Conference Proceedings %T Co-Teaching Student-Model through Submission Results of Shared Task %A Nakayama, Kouta %A Kurita, Shuhei %A Kobayashi, Akio %A Baba, Yukino %A Sekine, Satoshi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F nakayama-etal-2021-co-teaching %R 10.18653/v1/2021.findings-emnlp.383 %U https://aclanthology.org/2021.findings-emnlp.383 %U https://doi.org/10.18653/v1/2021.findings-emnlp.383 %P 4525-4535 %0 Conference Proceedings %T KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships %A He, Lei %A Zheng, Suncong %A Yang, Tao %A Zhang, Feng %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F he-etal-2021-klmo-knowledge %R 10.18653/v1/2021.findings-emnlp.384 %U https://aclanthology.org/2021.findings-emnlp.384 %U https://doi.org/10.18653/v1/2021.findings-emnlp.384 %P 4536-4542 %0 Conference Proceedings %T Do We Know What We Don’t Know? Studying Unanswerable Questions beyond SQuAD 2.0 %A Sulem, Elior %A Hay, Jamaal %A Roth, Dan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sulem-etal-2021-know-dont %R 10.18653/v1/2021.findings-emnlp.385 %U https://aclanthology.org/2021.findings-emnlp.385 %U https://doi.org/10.18653/v1/2021.findings-emnlp.385 %P 4543-4548 %0 Conference Proceedings %T Glyph Enhanced Chinese Character Pre-Training for Lexical Sememe Prediction %A Lyu, Boer %A Chen, Lu %A Yu, Kai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lyu-etal-2021-glyph-enhanced %R 10.18653/v1/2021.findings-emnlp.386 %U https://aclanthology.org/2021.findings-emnlp.386 %U https://doi.org/10.18653/v1/2021.findings-emnlp.386 %P 4549-4555 %0 Conference Proceedings %T Active Learning for Rumor Identification on Social Media %A Farinneya, Parsa %A Abdollah Pour, Mohammad Mahdi %A Hamidian, Sardar %A Diab, Mona %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F farinneya-etal-2021-active-learning %R 10.18653/v1/2021.findings-emnlp.387 %U https://aclanthology.org/2021.findings-emnlp.387 %U https://doi.org/10.18653/v1/2021.findings-emnlp.387 %P 4556-4565 %0 Conference Proceedings %T Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text %A Varma, Maya %A Orr, Laurel %A Wu, Sen %A Leszczynski, Megan %A Ling, Xiao %A Ré, Christopher %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F varma-etal-2021-cross-domain %R 10.18653/v1/2021.findings-emnlp.388 %U https://aclanthology.org/2021.findings-emnlp.388 %U https://doi.org/10.18653/v1/2021.findings-emnlp.388 %P 4566-4575 %0 Conference Proceedings %T Self-Training using Rules of Grammar for Few-Shot NLU %A Hahn, Joonghyuk %A Cheon, Hyunjoon %A Han, Kyuyeol %A Lee, Cheongjae %A Kim, Junseok %A Han, Yo-Sub %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F hahn-etal-2021-self-training %R 10.18653/v1/2021.findings-emnlp.389 %U https://aclanthology.org/2021.findings-emnlp.389 %U https://doi.org/10.18653/v1/2021.findings-emnlp.389 %P 4576-4581 %0 Conference Proceedings %T Aspect-based Sentiment Analysis in Question Answering Forums %A Zhang, Wenxuan %A Deng, Yang %A Li, Xin %A Bing, Lidong %A Lam, Wai %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-aspect %R 10.18653/v1/2021.findings-emnlp.390 %U https://aclanthology.org/2021.findings-emnlp.390 %U https://doi.org/10.18653/v1/2021.findings-emnlp.390 %P 4582-4591 %0 Conference Proceedings %T ForumSum: A Multi-Speaker Conversation Summarization Dataset %A Khalman, Misha %A Zhao, Yao %A Saleh, Mohammad %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F khalman-etal-2021-forumsum-multi %R 10.18653/v1/2021.findings-emnlp.391 %U https://aclanthology.org/2021.findings-emnlp.391 %U https://doi.org/10.18653/v1/2021.findings-emnlp.391 %P 4592-4599 %0 Conference Proceedings %T Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework %A Nandy, Abhilash %A Sharma, Soumya %A Maddhashiya, Shubham %A Sachdeva, Kapil %A Goyal, Pawan %A Ganguly, NIloy %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F nandy-etal-2021-question-answering %R 10.18653/v1/2021.findings-emnlp.392 %U https://aclanthology.org/2021.findings-emnlp.392 %U https://doi.org/10.18653/v1/2021.findings-emnlp.392 %P 4600-4609 %0 Conference Proceedings %T Comprehensive Punctuation Restoration for English and Polish %A Pogoda, Michał %A Walkowiak, Tomasz %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F pogoda-walkowiak-2021-comprehensive-punctuation %R 10.18653/v1/2021.findings-emnlp.393 %U https://aclanthology.org/2021.findings-emnlp.393 %U https://doi.org/10.18653/v1/2021.findings-emnlp.393 %P 4610-4619 %0 Conference Proceedings %T Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation %A Cui, Fuwei %A Di, Hui %A Ren, Hongjie %A Ouchi, Kazushige %A Liu, Ze %A Xu, Jinan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F cui-etal-2021-syntactically-diverse %R 10.18653/v1/2021.findings-emnlp.394 %U https://aclanthology.org/2021.findings-emnlp.394 %U https://doi.org/10.18653/v1/2021.findings-emnlp.394 %P 4620-4630 %0 Conference Proceedings %T QACE: Asking Questions to Evaluate an Image Caption %A Lee, Hwanhee %A Scialom, Thomas %A Yoon, Seunghyun %A Dernoncourt, Franck %A Jung, Kyomin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lee-etal-2021-qace-asking %R 10.18653/v1/2021.findings-emnlp.395 %U https://aclanthology.org/2021.findings-emnlp.395 %U https://doi.org/10.18653/v1/2021.findings-emnlp.395 %P 4631-4638 %0 Conference Proceedings %T Secoco: Self-Correcting Encoding for Neural Machine Translation %A Wang, Tao %A Zhao, Chengqi %A Wang, Mingxuan %A Li, Lei %A Li, Hang %A Xiong, Deyi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-secoco-self %R 10.18653/v1/2021.findings-emnlp.396 %U https://aclanthology.org/2021.findings-emnlp.396 %U https://doi.org/10.18653/v1/2021.findings-emnlp.396 %P 4639-4644 %0 Conference Proceedings %T Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model %A Bi, Sheng %A Cheng, Xiya %A Li, Yuan-Fang %A Qu, Lizhen %A Shen, Shirong %A Qi, Guilin %A Pan, Lu %A Jiang, Yinlin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F bi-etal-2021-simple-complex %R 10.18653/v1/2021.findings-emnlp.397 %U https://aclanthology.org/2021.findings-emnlp.397 %U https://doi.org/10.18653/v1/2021.findings-emnlp.397 %P 4645-4654 %0 Conference Proceedings %T Predicting Anti-Asian Hateful Users on Twitter during COVID-19 %A An, Jisun %A Kwak, Haewoon %A Lee, Claire Seungeun %A Jun, Bogang %A Ahn, Yong-Yeol %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F an-etal-2021-predicting-anti %R 10.18653/v1/2021.findings-emnlp.398 %U https://aclanthology.org/2021.findings-emnlp.398 %U https://doi.org/10.18653/v1/2021.findings-emnlp.398 %P 4655-4666 %0 Conference Proceedings %T Fine-grained Typing of Emerging Entities in Microblogs %A Akasaki, Satoshi %A Yoshinaga, Naoki %A Toyoda, Masashi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F akasaki-etal-2021-fine-grained %R 10.18653/v1/2021.findings-emnlp.399 %U https://aclanthology.org/2021.findings-emnlp.399 %U https://doi.org/10.18653/v1/2021.findings-emnlp.399 %P 4667-4679 %0 Conference Proceedings %T Data-Efficient Language Shaped Few-shot Image Classification %A Liang, Zhenwen %A Zhang, Xiangliang %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F liang-zhang-2021-data-efficient %R 10.18653/v1/2021.findings-emnlp.400 %U https://aclanthology.org/2021.findings-emnlp.400 %U https://doi.org/10.18653/v1/2021.findings-emnlp.400 %P 4680-4686 %0 Conference Proceedings %T Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation %A Wang, Ke %A Shi, Yangbin %A Wang, Jiayi %A Zhang, Yuqi %A Zhao, Yu %A Zheng, Xiaolin %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-beyond-glass %R 10.18653/v1/2021.findings-emnlp.401 %U https://aclanthology.org/2021.findings-emnlp.401 %U https://doi.org/10.18653/v1/2021.findings-emnlp.401 %P 4687-4698 %0 Conference Proceedings %T Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech %A Wullach, Tomer %A Adler, Amir %A Minkov, Einat %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wullach-etal-2021-fight-fire %R 10.18653/v1/2021.findings-emnlp.402 %U https://aclanthology.org/2021.findings-emnlp.402 %U https://doi.org/10.18653/v1/2021.findings-emnlp.402 %P 4699-4705 %0 Conference Proceedings %T AutoEQA: Auto-Encoding Questions for Extractive Question Answering %A Varanasi, Stalin %A Amin, Saadullah %A Neumann, Guenter %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F varanasi-etal-2021-autoeqa-auto %R 10.18653/v1/2021.findings-emnlp.403 %U https://aclanthology.org/2021.findings-emnlp.403 %U https://doi.org/10.18653/v1/2021.findings-emnlp.403 %P 4706-4712 %0 Conference Proceedings %T A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation %A Zhang, Linhai %A Zhou, Deyu %A Lin, Chao %A He, Yulan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhang-etal-2021-multi-label-multi %R 10.18653/v1/2021.findings-emnlp.404 %U https://aclanthology.org/2021.findings-emnlp.404 %U https://doi.org/10.18653/v1/2021.findings-emnlp.404 %P 4713-4719 %0 Conference Proceedings %T Don’t Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques %A Amirkhani, Hossein %A Pilehvar, Mohammad Taher %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F amirkhani-pilehvar-2021-dont-discard %R 10.18653/v1/2021.findings-emnlp.405 %U https://aclanthology.org/2021.findings-emnlp.405 %U https://doi.org/10.18653/v1/2021.findings-emnlp.405 %P 4720-4728 %0 Conference Proceedings %T Stacked AMR Parsing with Silver Data %A Xia, Qingrong %A Li, Zhenghua %A Wang, Rui %A Zhang, Min %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F xia-etal-2021-stacked-amr %R 10.18653/v1/2021.findings-emnlp.406 %U https://aclanthology.org/2021.findings-emnlp.406 %U https://doi.org/10.18653/v1/2021.findings-emnlp.406 %P 4729-4738 %0 Conference Proceedings %T Speculative Sampling in Variational Autoencoders for Dialogue Response Generation %A Sato, Shoetsu %A Yoshinaga, Naoki %A Toyoda, Masashi %A Kitsuregawa, Masaru %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F sato-etal-2021-speculative-sampling %R 10.18653/v1/2021.findings-emnlp.407 %U https://aclanthology.org/2021.findings-emnlp.407 %U https://doi.org/10.18653/v1/2021.findings-emnlp.407 %P 4739-4745 %0 Conference Proceedings %T Perceived and Intended Sarcasm Detection with Graph Attention Networks %A Plepi, Joan %A Flek, Lucie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F plepi-flek-2021-perceived-intended-sarcasm %R 10.18653/v1/2021.findings-emnlp.408 %U https://aclanthology.org/2021.findings-emnlp.408 %U https://doi.org/10.18653/v1/2021.findings-emnlp.408 %P 4746-4753 %0 Conference Proceedings %T Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation %A Yang, Haoran %A Lam, Wai %A Li, Piji %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F yang-etal-2021-contrastive-representation %R 10.18653/v1/2021.findings-emnlp.409 %U https://aclanthology.org/2021.findings-emnlp.409 %U https://doi.org/10.18653/v1/2021.findings-emnlp.409 %P 4754-4761 %0 Conference Proceedings %T MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer %A Ansell, Alan %A Ponti, Edoardo Maria %A Pfeiffer, Jonas %A Ruder, Sebastian %A Glavaš, Goran %A Vulić, Ivan %A Korhonen, Anna %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F ansell-etal-2021-mad-g %R 10.18653/v1/2021.findings-emnlp.410 %U https://aclanthology.org/2021.findings-emnlp.410 %U https://doi.org/10.18653/v1/2021.findings-emnlp.410 %P 4762-4781 %0 Conference Proceedings %T Sustainable Modular Debiasing of Language Models %A Lauscher, Anne %A Lueken, Tobias %A Glavaš, Goran %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F lauscher-etal-2021-sustainable-modular %R 10.18653/v1/2021.findings-emnlp.411 %U https://aclanthology.org/2021.findings-emnlp.411 %U https://doi.org/10.18653/v1/2021.findings-emnlp.411 %P 4782-4797 %0 Conference Proceedings %T A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering %A Zhou, Deyu %A Xiang, Yanzheng %A Zhang, Linhai %A Ye, Chenchen %A Zhang, Qian-Wen %A Cao, Yunbo %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F zhou-etal-2021-divide-conquer %R 10.18653/v1/2021.findings-emnlp.412 %U https://aclanthology.org/2021.findings-emnlp.412 %U https://doi.org/10.18653/v1/2021.findings-emnlp.412 %P 4798-4808 %0 Conference Proceedings %T Counterfactual Adversarial Learning with Representation Interpolation %A Wang, Wei %A Wang, Boxin %A Shi, Ning %A Li, Jinfeng %A Zhu, Bingyu %A Liu, Xiangyu %A Zhang, Rong %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-counterfactual-adversarial %R 10.18653/v1/2021.findings-emnlp.413 %U https://aclanthology.org/2021.findings-emnlp.413 %U https://doi.org/10.18653/v1/2021.findings-emnlp.413 %P 4809-4820 %0 Conference Proceedings %T ‘Just What do You Think You’re Doing, Dave?’ A Checklist for Responsible Data Use in NLP %A Rogers, Anna %A Baldwin, Timothy %A Leins, Kobi %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F rogers-etal-2021-just-think %R 10.18653/v1/2021.findings-emnlp.414 %U https://aclanthology.org/2021.findings-emnlp.414 %U https://doi.org/10.18653/v1/2021.findings-emnlp.414 %P 4821-4833 %0 Conference Proceedings %T Counter-Contrastive Learning for Language GANs %A Chai, Yekun %A Zhang, Haidong %A Yin, Qiyue %A Zhang, Junge %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F chai-etal-2021-counter-contrastive %R 10.18653/v1/2021.findings-emnlp.415 %U https://aclanthology.org/2021.findings-emnlp.415 %U https://doi.org/10.18653/v1/2021.findings-emnlp.415 %P 4834-4839 %0 Conference Proceedings %T Incorporating Circumstances into Narrative Event Prediction %A Wang, Shichao %A Cai, Xiangrui %A Wang, HongBin %A Yuan, Xiaojie %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wang-etal-2021-incorporating-circumstances %R 10.18653/v1/2021.findings-emnlp.416 %U https://aclanthology.org/2021.findings-emnlp.416 %U https://doi.org/10.18653/v1/2021.findings-emnlp.416 %P 4840-4849 %0 Conference Proceedings %T MultiFix: Learning to Repair Multiple Errors by Optimal Alignment Learning %A Seo, HyeonTae %A Han, Yo-Sub %A Ko, Sang-Ki %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F seo-etal-2021-multifix-learning %R 10.18653/v1/2021.findings-emnlp.417 %U https://aclanthology.org/2021.findings-emnlp.417 %U https://doi.org/10.18653/v1/2021.findings-emnlp.417 %P 4850-4855 %0 Conference Proceedings %T HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations %A Wehnert, Sabine %A Scheel, Christian %A Szakács-Behling, Simona %A Nieländer, Maret %A Mielke, Patrick %A De Luca, Ernesto William %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F wehnert-etal-2021-hotter-hierarchical %R 10.18653/v1/2021.findings-emnlp.418 %U https://aclanthology.org/2021.findings-emnlp.418 %U https://doi.org/10.18653/v1/2021.findings-emnlp.418 %P 4856-4866 %0 Conference Proceedings %T Grammatical Error Correction with Contrastive Learning in Low Error Density Domains %A Cao, Hannan %A Yang, Wenmian %A Ng, Hwee Tou %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F cao-etal-2021-grammatical-error %R 10.18653/v1/2021.findings-emnlp.419 %U https://aclanthology.org/2021.findings-emnlp.419 %U https://doi.org/10.18653/v1/2021.findings-emnlp.419 %P 4867-4874 %0 Conference Proceedings %T Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference %A Huang, Canming %A He, Weinan %A Liu, Yongmei %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F huang-etal-2021-improving %R 10.18653/v1/2021.findings-emnlp.420 %U https://aclanthology.org/2021.findings-emnlp.420 %U https://doi.org/10.18653/v1/2021.findings-emnlp.420 %P 4875-4885 %0 Conference Proceedings %T Does Putting a Linguist in the Loop Improve NLU Data Collection? %A Parrish, Alicia %A Huang, William %A Agha, Omar %A Lee, Soo-Hwan %A Nangia, Nikita %A Warstadt, Alexia %A Aggarwal, Karmanya %A Allaway, Emily %A Linzen, Tal %A Bowman, Samuel R. %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F parrish-etal-2021-putting-linguist %R 10.18653/v1/2021.findings-emnlp.421 %U https://aclanthology.org/2021.findings-emnlp.421 %U https://doi.org/10.18653/v1/2021.findings-emnlp.421 %P 4886-4901 %0 Conference Proceedings %T Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding %A Storks, Shane %A Gao, Qiaozi %A Zhang, Yichi %A Chai, Joyce %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F storks-etal-2021-tiered-reasoning %R 10.18653/v1/2021.findings-emnlp.422 %U https://aclanthology.org/2021.findings-emnlp.422 %U https://doi.org/10.18653/v1/2021.findings-emnlp.422 %P 4902-4918 %0 Conference Proceedings %T Making Heads and Tails of Models with Marginal Calibration for Sparse Tagsets %A Kranzlein, Michael %A Liu, Nelson F. %A Schneider, Nathan %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F kranzlein-etal-2021-making-heads %R 10.18653/v1/2021.findings-emnlp.423 %U https://aclanthology.org/2021.findings-emnlp.423 %U https://doi.org/10.18653/v1/2021.findings-emnlp.423 %P 4919-4928 %0 Conference Proceedings %T GeDi: Generative Discriminator Guided Sequence Generation %A Krause, Ben %A Gotmare, Akhilesh Deepak %A McCann, Bryan %A Keskar, Nitish Shirish %A Joty, Shafiq %A Socher, Richard %A Rajani, Nazneen Fatema %Y Moens, Marie-Francine %Y Huang, Xuanjing %Y Specia, Lucia %Y Yih, Scott Wen-tau %S Findings of the Association for Computational Linguistics: EMNLP 2021 %D 2021 %8 November %I Association for Computational Linguistics %C Punta Cana, Dominican Republic %F krause-etal-2021-gedi-generative %R 10.18653/v1/2021.findings-emnlp.424 %U https://aclanthology.org/2021.findings-emnlp.424 %U https://doi.org/10.18653/v1/2021.findings-emnlp.424 %P 4929-4952