Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor 2021-11 Association for Computational Linguistics Punta Cana, Dominican Republic text conference publication findings-2021-findings-association https://aclanthology.org/2021.findings-emnlp.0/ K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce Song Xu author Haoran Li author Peng Yuan author Yujia Wang author Youzheng Wu author Xiaodong He author Ying Liu author Bowen Zhou author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication xu-etal-2021-k-plug 10.18653/v1/2021.findings-emnlp.1 https://aclanthology.org/2021.findings-emnlp.1/ 2021-11 1 17 Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts Yiming Wang author Ximing Li author Xiaotang Zhou author Jihong Ouyang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-extracting-topics 10.18653/v1/2021.findings-emnlp.2 https://aclanthology.org/2021.findings-emnlp.2/ 2021-11 18 27 Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering Chenyu You author Nuo Chen author Yuexian Zou author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication you-etal-2021-self-supervised 10.18653/v1/2021.findings-emnlp.3 https://aclanthology.org/2021.findings-emnlp.3/ 2021-11 28 39 Language Clustering for Multilingual Named Entity Recognition Kyle Shaffer author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication shaffer-2021-language-clustering 10.18653/v1/2021.findings-emnlp.4 https://aclanthology.org/2021.findings-emnlp.4/ 2021-11 40 45 Neural News Recommendation with Collaborative News Encoding and Structural User Encoding Zhiming Mao author Xingshan Zeng author Kam-Fai Wong author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication mao-etal-2021-neural-news 10.18653/v1/2021.findings-emnlp.5 https://aclanthology.org/2021.findings-emnlp.5/ 2021-11 46 55 Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data Dian Yu author Kai Sun author Dong Yu author Claire Cardie author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication yu-etal-2021-self-teaching 10.18653/v1/2021.findings-emnlp.6 https://aclanthology.org/2021.findings-emnlp.6/ 2021-11 56 68 A Web Scale Entity Extraction System Xuanting Cai author Quanbin Ma author Jianyu Liu author Pan Li author Qi Zeng author Zhengkan Yang author Pushkar Tripathi author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication cai-etal-2021-web-scale 10.18653/v1/2021.findings-emnlp.7 https://aclanthology.org/2021.findings-emnlp.7/ 2021-11 69 73 Joint Multimedia Event Extraction from Video and Article Brian Chen author Xudong Lin author Christopher Thomas author Manling Li author Shoya Yoshida author Lovish Chum author Heng Ji author Shih-Fu Chang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication chen-etal-2021-joint-multimedia-event 10.18653/v1/2021.findings-emnlp.8 https://aclanthology.org/2021.findings-emnlp.8/ 2021-11 74 88 Fine-grained Semantic Alignment Network for Weakly Supervised Temporal Language Grounding Yuechen Wang author Wengang Zhou author Houqiang Li author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-fine-grained 10.18653/v1/2021.findings-emnlp.9 https://aclanthology.org/2021.findings-emnlp.9/ 2021-11 89 99 Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Yuexiang Xie author Fei Sun author Yang Deng author Yaliang Li author Bolin Ding author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication xie-etal-2021-factual-consistency 10.18653/v1/2021.findings-emnlp.10 https://aclanthology.org/2021.findings-emnlp.10/ 2021-11 100 110 Cross-Modal Retrieval Augmentation for Multi-Modal Classification Shir Gur author Natalia Neverova author Chris Stauffer author Ser-Nam Lim author Douwe Kiela author Austin Reiter author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication gur-etal-2021-cross-modal 10.18653/v1/2021.findings-emnlp.11 https://aclanthology.org/2021.findings-emnlp.11/ 2021-11 111 123 HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition Zhiwei Yang author Jing Ma author Hechang Chen author Yunke Zhang author Yi Chang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication yang-etal-2021-hitrans-hierarchical 10.18653/v1/2021.findings-emnlp.12 https://aclanthology.org/2021.findings-emnlp.12/ 2021-11 124 132 Improving Embedding-based Large-scale Retrieval via Label Enhancement Peiyang Liu author Xi Wang author Sen Wang author Wei Ye author Xiangyu Xi author Shikun Zhang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication liu-etal-2021-improving-embedding-based 10.18653/v1/2021.findings-emnlp.13 https://aclanthology.org/2021.findings-emnlp.13/ 2021-11 133 142 Improving Privacy Guarantee and Efficiency of Latent Dirichlet Allocation Model Training Under Differential Privacy Tao Huang author Hong Chen author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication huang-chen-2021-improving-privacy 10.18653/v1/2021.findings-emnlp.14 https://aclanthology.org/2021.findings-emnlp.14/ 2021-11 143 152 Generating Mammography Reports from Multi-view Mammograms with BERT Alexander Yalunin author Elena Sokolova author Ilya Burenko author Alexander Ponomarchuk author Olga Puchkova author Dmitriy Umerenkov author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication yalunin-etal-2021-generating-mammography 10.18653/v1/2021.findings-emnlp.15 https://aclanthology.org/2021.findings-emnlp.15/ 2021-11 153 162 Euphemistic Phrase Detection by Masked Language Model Wanzheng Zhu author Suma Bhat author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhu-bhat-2021-euphemistic-phrase 10.18653/v1/2021.findings-emnlp.16 https://aclanthology.org/2021.findings-emnlp.16/ 2021-11 163 168 Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable Ruiliu Fu author Han Wang author Xuejun Zhang author Jun Zhou author Yonghong Yan author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication fu-etal-2021-decomposing-complex 10.18653/v1/2021.findings-emnlp.17 https://aclanthology.org/2021.findings-emnlp.17/ 2021-11 169 180 Segmenting Natural Language Sentences via Lexical Unit Analysis Yangming Li author Lemao Liu author Shuming Shi author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication li-etal-2021-segmenting-natural 10.18653/v1/2021.findings-emnlp.18 https://aclanthology.org/2021.findings-emnlp.18/ 2021-11 181 187 Dense Hierarchical Retrieval for Open-domain Question Answering Ye Liu author Kazuma Hashimoto author Yingbo Zhou author Semih Yavuz author Caiming Xiong author Philip Yu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication liu-etal-2021-dense-hierarchical 10.18653/v1/2021.findings-emnlp.19 https://aclanthology.org/2021.findings-emnlp.19/ 2021-11 188 200 Visually Grounded Concept Composition Bowen Zhang author Hexiang Hu author Linlu Qiu author Peter Shaw author Fei Sha author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-etal-2021-visually-grounded 10.18653/v1/2021.findings-emnlp.20 https://aclanthology.org/2021.findings-emnlp.20/ 2021-11 201 215 Compositional Networks Enable Systematic Generalization for Grounded Language Understanding Yen-Ling Kuo author Boris Katz author Andrei Barbu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kuo-etal-2021-compositional-networks 10.18653/v1/2021.findings-emnlp.21 https://aclanthology.org/2021.findings-emnlp.21/ 2021-11 216 226 An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages Xinyu Lu author Jipeng Qiang author Yun Li author Yunhao Yuan author Yi Zhu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lu-etal-2021-unsupervised-method 10.18653/v1/2021.findings-emnlp.22 https://aclanthology.org/2021.findings-emnlp.22/ 2021-11 227 237 WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach Junjie Huang author Duyu Tang author Wanjun Zhong author Shuai Lu author Linjun Shou author Ming Gong author Daxin Jiang author Nan Duan author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication huang-etal-2021-whiteningbert-easy 10.18653/v1/2021.findings-emnlp.23 https://aclanthology.org/2021.findings-emnlp.23/ 2021-11 238 244 TWEETSUMM - A Dialog Summarization Dataset for Customer Service Guy Feigenblat author Chulaka Gunasekara author Benjamin Sznajder author Sachindra Joshi author David Konopnicki author Ranit Aharonov author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication feigenblat-etal-2021-tweetsumm-dialog 10.18653/v1/2021.findings-emnlp.24 https://aclanthology.org/2021.findings-emnlp.24/ 2021-11 245 260 Discourse-Based Sentence Splitting Liam Cripwell author Joël Legrand author Claire Gardent author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication cripwell-etal-2021-discourse-based 10.18653/v1/2021.findings-emnlp.25 https://aclanthology.org/2021.findings-emnlp.25/ 2021-11 261 273 Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering Minghan Li author Ming Li author Kun Xiong author Jimmy Lin author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication li-etal-2021-multi-task-dense 10.18653/v1/2021.findings-emnlp.26 https://aclanthology.org/2021.findings-emnlp.26/ 2021-11 274 287 Mining the Cause of Political Decision-Making from Social Media: A Case Study of COVID-19 Policies across the US States Zhijing Jin author Zeyu Peng author Tejas Vaidhya author Bernhard Schoelkopf author Rada Mihalcea author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication jin-etal-2021-mining-cause 10.18653/v1/2021.findings-emnlp.27 https://aclanthology.org/2021.findings-emnlp.27/ 2021-11 288 301 Self-Attention Graph Residual Convolutional Networks for Event Detection with dependency relations Anan Liu author Ning Xu author Haozhe Liu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication liu-etal-2021-self-attention-graph 10.18653/v1/2021.findings-emnlp.28 https://aclanthology.org/2021.findings-emnlp.28/ 2021-11 302 311 Mixup Decoding for Diverse Machine Translation Jicheng Li author Pengzhi Gao author Xuanfu Wu author Yang Feng author Zhongjun He author Hua Wu author Haifeng Wang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication li-etal-2021-mixup-decoding 10.18653/v1/2021.findings-emnlp.29 https://aclanthology.org/2021.findings-emnlp.29/ 2021-11 312 320 An Alignment-Agnostic Model for Chinese Text Error Correction Liying Zheng author Yue Deng author Weishun Song author Liang Xu author Jing Xiao author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zheng-etal-2021-alignment-agnostic 10.18653/v1/2021.findings-emnlp.30 https://aclanthology.org/2021.findings-emnlp.30/ 2021-11 321 326 Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer Gi-Cheon Kang author Junseok Park author Hwaran Lee author Byoung-Tak Zhang author Jin-Hwa Kim author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kang-etal-2021-reasoning-visual 10.18653/v1/2021.findings-emnlp.31 https://aclanthology.org/2021.findings-emnlp.31/ 2021-11 327 339 Exploring Sentence Community for Document-Level Event Extraction Yusheng Huang author Weijia Jia author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication huang-jia-2021-exploring-sentence 10.18653/v1/2021.findings-emnlp.32 https://aclanthology.org/2021.findings-emnlp.32/ 2021-11 340 351 A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue Systems San Kim author Jin Yea Jang author Minyoung Jung author Saim Shin author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kim-etal-2021-model-cross 10.18653/v1/2021.findings-emnlp.33 https://aclanthology.org/2021.findings-emnlp.33/ 2021-11 352 365 WHOSe Heritage: Classification of UNESCO World Heritage Statements of “Outstanding Universal Value” with Soft Labels Nan Bai author Renqian Luo author Pirouz Nourian author Ana Pereira Roders author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication bai-etal-2021-whose-heritage 10.18653/v1/2021.findings-emnlp.34 https://aclanthology.org/2021.findings-emnlp.34/ 2021-11 366 384 P-INT: A Path-based Interaction Model for Few-shot Knowledge Graph Completion Jingwen Xu author Jing Zhang author Xirui Ke author Yuxiao Dong author Hong Chen author Cuiping Li author Yongbin Liu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication xu-etal-2021-p-int 10.18653/v1/2021.findings-emnlp.35 https://aclanthology.org/2021.findings-emnlp.35/ 2021-11 385 394 Cartography Active Learning Mike Zhang author Barbara Plank author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-plank-2021-cartography-active 10.18653/v1/2021.findings-emnlp.36 https://aclanthology.org/2021.findings-emnlp.36/ 2021-11 395 406 Beyond Reptile: Meta-Learned Dot-Product Maximization between Gradients for Improved Single-Task Regularization Akhil Kedia author Sai Chetan Chinthakindi author Wonho Ryu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kedia-etal-2021-beyond-reptile 10.18653/v1/2021.findings-emnlp.37 https://aclanthology.org/2021.findings-emnlp.37/ 2021-11 407 420 GooAQ: Open Question Answering with Diverse Answer Types Daniel Khashabi author Amos Ng author Tushar Khot author Ashish Sabharwal author Hannaneh Hajishirzi author Chris Callison-Burch author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication khashabi-etal-2021-gooaq-open 10.18653/v1/2021.findings-emnlp.38 https://aclanthology.org/2021.findings-emnlp.38/ 2021-11 421 433 Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions Javier Ferrando author Marta R Costa-jussà author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication ferrando-costa-jussa-2021-attention-weights 10.18653/v1/2021.findings-emnlp.39 https://aclanthology.org/2021.findings-emnlp.39/ 2021-11 434 443 BFClass: A Backdoor-free Text Classification Framework Zichao Li author Dheeraj Mekala author Chengyu Dong author Jingbo Shang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication li-etal-2021-bfclass-backdoor 10.18653/v1/2021.findings-emnlp.40 https://aclanthology.org/2021.findings-emnlp.40/ 2021-11 444 453 Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models Taeuk Kim author Bowen Li author Sang-goo Lee author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kim-etal-2021-multilingual-chart-based 10.18653/v1/2021.findings-emnlp.41 https://aclanthology.org/2021.findings-emnlp.41/ 2021-11 454 463 Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings Kai Wang author Yu Liu author Dan Lin author Michael Sheng author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-hyperbolic-geometry 10.18653/v1/2021.findings-emnlp.42 https://aclanthology.org/2021.findings-emnlp.42/ 2021-11 464 474 CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade Lei Li author Yankai Lin author Deli Chen author Shuhuai Ren author Peng Li author Jie Zhou author Xu Sun author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication li-etal-2021-cascadebert-accelerating 10.18653/v1/2021.findings-emnlp.43 https://aclanthology.org/2021.findings-emnlp.43/ 2021-11 475 486 Semi-supervised Relation Extraction via Incremental Meta Self-Training Xuming Hu author Chenwei Zhang author Fukun Ma author Chenyao Liu author Lijie Wen author Philip S Yu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication hu-etal-2021-semi-supervised 10.18653/v1/2021.findings-emnlp.44 https://aclanthology.org/2021.findings-emnlp.44/ 2021-11 487 496 Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning Yichao Luo author Yige Xu author Jiacheng Ye author Xipeng Qiu author Qi Zhang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication luo-etal-2021-keyphrase-generation 10.18653/v1/2021.findings-emnlp.45 https://aclanthology.org/2021.findings-emnlp.45/ 2021-11 497 507 Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation Jinfa Yang author Yongjie Shi author Xin Tong author Robin Wang author Taiyan Chen author Xianghua Ying author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication yang-etal-2021-improving-knowledge-graph 10.18653/v1/2021.findings-emnlp.46 https://aclanthology.org/2021.findings-emnlp.46/ 2021-11 508 517 Using Question Answering Rewards to Improve Abstractive Summarization Chulaka Gunasekara author Guy Feigenblat author Benjamin Sznajder author Ranit Aharonov author Sachindra Joshi author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication gunasekara-etal-2021-using-question 10.18653/v1/2021.findings-emnlp.47 https://aclanthology.org/2021.findings-emnlp.47/ 2021-11 518 526 Effect Generation Based on Causal Reasoning Feiteng Mu author Wenjie Li author Zhipeng Xie author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication mu-etal-2021-effect-generation 10.18653/v1/2021.findings-emnlp.48 https://aclanthology.org/2021.findings-emnlp.48/ 2021-11 527 533 Distilling Word Meaning in Context from Pre-trained Language Models Yuki Arase author Tomoyuki Kajiwara author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication arase-kajiwara-2021-distilling-word 10.18653/v1/2021.findings-emnlp.49 https://aclanthology.org/2021.findings-emnlp.49/ 2021-11 534 546 Unseen Entity Handling in Complex Question Answering over Knowledge Base via Language Generation Xin Huang author Jung-Jae Kim author Bowei Zou author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication huang-etal-2021-unseen-entity 10.18653/v1/2021.findings-emnlp.50 https://aclanthology.org/2021.findings-emnlp.50/ 2021-11 547 557 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1053 1066 Entity-level Cross-modal Learning Improves Multi-modal Machine Translation Xin Huang author Jiajun Zhang author Chengqing Zong author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication huang-etal-2021-entity-level-cross 10.18653/v1/2021.findings-emnlp.92 https://aclanthology.org/2021.findings-emnlp.92/ 2021-11 1067 1080 Learning to Ground Visual Objects for Visual Dialog Feilong Chen author Xiuyi Chen author Can Xu author Daxin Jiang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication chen-etal-2021-learning-ground 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Lam author Xiao-Ming Wu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-etal-2021-effectiveness-pre 10.18653/v1/2021.findings-emnlp.96 https://aclanthology.org/2021.findings-emnlp.96/ 2021-11 1114 1120 Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment MengNan Qi author Hao Liu author YuZhuo Fu author Ting Liu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication qi-etal-2021-improving-abstractive 10.18653/v1/2021.findings-emnlp.97 https://aclanthology.org/2021.findings-emnlp.97/ 2021-11 1121 1130 Learning to Answer Psychological Questionnaire for Personality Detection Feifan Yang author Tao Yang author Xiaojun Quan author Qinliang Su author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication yang-etal-2021-learning-answer 10.18653/v1/2021.findings-emnlp.98 https://aclanthology.org/2021.findings-emnlp.98/ 2021-11 1131 1142 Exploiting Reasoning Chains for Multi-hop Science Question Answering Weiwen Xu author Yang Deng author Huihui Zhang author Deng Cai author Wai Lam author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication 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Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication li-etal-2021-past-present 10.18653/v1/2021.findings-emnlp.104 https://aclanthology.org/2021.findings-emnlp.104/ 2021-11 1204 1214 An unsupervised framework for tracing textual sources of moral change Aida Ramezani author Zining Zhu author Frank Rudzicz author Yang Xu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication ramezani-etal-2021-unsupervised-framework 10.18653/v1/2021.findings-emnlp.105 https://aclanthology.org/2021.findings-emnlp.105/ 2021-11 1215 1228 Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization Junpeng Liu author Yanyan Zou author Hainan Zhang author Hongshen Chen author Zhuoye Ding author 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conference publication zeng-etal-2021-making-contribution 10.18653/v1/2021.findings-emnlp.109 https://aclanthology.org/2021.findings-emnlp.109/ 2021-11 1262 1274 CVAE-based Re-anchoring for Implicit Discourse Relation Classification Zujun Dou author Yu Hong author Yu Sun author Guodong Zhou author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication dou-etal-2021-cvae-based 10.18653/v1/2021.findings-emnlp.110 https://aclanthology.org/2021.findings-emnlp.110/ 2021-11 1275 1283 Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation Qingqing Zhu author Xiuying Chen author Pengfei Wu author JunFei Liu author Dongyan Zhao author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhu-etal-2021-combining-curriculum-learning 10.18653/v1/2021.findings-emnlp.111 https://aclanthology.org/2021.findings-emnlp.111/ 2021-11 1284 1295 Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task Yohan Lee author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lee-2021-improving-end 10.18653/v1/2021.findings-emnlp.112 https://aclanthology.org/2021.findings-emnlp.112/ 2021-11 1296 1303 EDTC: A Corpus for Discourse-Level Topic Chain Parsing Longyin Zhang author Xin Tan author Fang Kong author Guodong Zhou author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-etal-2021-edtc-corpus 10.18653/v1/2021.findings-emnlp.113 https://aclanthology.org/2021.findings-emnlp.113/ 2021-11 1304 1312 Multilingual Neural Machine Translation: Can Linguistic Hierarchies Help? Fahimeh Saleh author Wray Buntine author Gholamreza Haffari author Lan Du author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication saleh-etal-2021-multilingual-neural 10.18653/v1/2021.findings-emnlp.114 https://aclanthology.org/2021.findings-emnlp.114/ 2021-11 1313 1330 Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension Guoxin Yu author Jiwei Li author Ling Luo author Yuxian Meng author Xiang Ao author Qing He author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication 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sun-etal-2021-inconsistency-matters 10.18653/v1/2021.findings-emnlp.122 https://aclanthology.org/2021.findings-emnlp.122/ 2021-11 1412 1423 EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation Chenhe Dong author Guangrun Wang author Hang Xu author Jiefeng Peng author Xiaozhe Ren author Xiaodan Liang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication dong-etal-2021-efficientbert-progressively 10.18653/v1/2021.findings-emnlp.123 https://aclanthology.org/2021.findings-emnlp.123/ 2021-11 1424 1437 Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving Tao Qi author Fangzhao Wu author Chuhan Wu author Yongfeng Huang author Xing Xie author 2021-11 text Findings of the 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author Le Hu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication cui-hu-2021-topic-guided 10.18653/v1/2021.findings-emnlp.126 https://aclanthology.org/2021.findings-emnlp.126/ 2021-11 1463 1472 An Edge-Enhanced Hierarchical Graph-to-Tree Network for Math Word Problem Solving Qinzhuo Wu author Qi Zhang author Zhongyu Wei author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wu-etal-2021-edge-enhanced 10.18653/v1/2021.findings-emnlp.127 https://aclanthology.org/2021.findings-emnlp.127/ 2021-11 1473 1482 SciXGen: A Scientific Paper Dataset 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Association for Computational Linguistics Punta Cana, Dominican Republic conference publication chairatanakul-etal-2021-cross-lingual 10.18653/v1/2021.findings-emnlp.130 https://aclanthology.org/2021.findings-emnlp.130/ 2021-11 1504 1517 Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning Xinghua Zhang author Bowen Yu author Tingwen Liu author Zhenyu Zhang author Jiawei Sheng author Xue Mengge author Hongbo Xu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-etal-2021-improving-distantly 10.18653/v1/2021.findings-emnlp.131 https://aclanthology.org/2021.findings-emnlp.131/ 2021-11 1518 1529 Entity-Based Semantic Adequacy for Data-to-Text Generation Juliette Faille author Albert Gatt author Claire Gardent author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication faille-etal-2021-entity-based 10.18653/v1/2021.findings-emnlp.132 https://aclanthology.org/2021.findings-emnlp.132/ 2021-11 1530 1540 MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu author Ondřej Dušek author Shashi Narayan author Verena Rieser author Ioannis Konstas author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication xu-etal-2021-miranews-dataset 10.18653/v1/2021.findings-emnlp.133 https://aclanthology.org/2021.findings-emnlp.133/ 2021-11 1541 1552 A Conditional Generative Matching Model for Multi-lingual Reply Suggestion Budhaditya Deb author Guoqing Zheng author Milad Shokouhi author Ahmed Hassan Awadallah author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication deb-etal-2021-conditional-generative 10.18653/v1/2021.findings-emnlp.134 https://aclanthology.org/2021.findings-emnlp.134/ 2021-11 1553 1568 Rethinking Sentiment Style Transfer Ping Yu author Yang Zhao author Chunyuan Li author Changyou Chen author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication 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editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication choubey-huang-2021-profiling-news 10.18653/v1/2021.findings-emnlp.137 https://aclanthology.org/2021.findings-emnlp.137/ 2021-11 1594 1605 ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection Iftitahu Nimah author Meng Fang author Vlado Menkovski author Mykola Pechenizkiy author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication nimah-etal-2021-protoinfomax-prototypical 10.18653/v1/2021.findings-emnlp.138 https://aclanthology.org/2021.findings-emnlp.138/ 2021-11 1606 1617 Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework Yaqing Wang author Haoda Chu author Chao Zhang author 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2021-11 1631 1639 Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality Gustavo Aguilar author Bryan McCann author Tong Niu author Nazneen Rajani author Nitish Shirish Keskar author Thamar Solorio author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication aguilar-etal-2021-char2subword-extending 10.18653/v1/2021.findings-emnlp.141 https://aclanthology.org/2021.findings-emnlp.141/ 2021-11 1640 1651 Exploring Multitask Learning for Low-Resource Abstractive Summarization Ahmed Magooda author Diane Litman author Mohamed Elaraby author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for 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Isil Dillig author Greg Durrett author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication ye-etal-2021-optimal-neural 10.18653/v1/2021.findings-emnlp.146 https://aclanthology.org/2021.findings-emnlp.146/ 2021-11 1691 1704 Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations Shifeng Liu author Yifang Sun author Bing Li author Wei Wang author Florence T Bourgeois author Adam G Dunn author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication liu-etal-2021-sent2span-span 10.18653/v1/2021.findings-emnlp.147 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Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication li-etal-2021-uncle-explicitly 10.18653/v1/2021.findings-emnlp.156 https://aclanthology.org/2021.findings-emnlp.156/ 2021-11 1815 1828 Grounded Graph Decoding improves Compositional Generalization in Question Answering Yu Gai author Paras Jain author Wendi Zhang author Joseph Gonzalez author Dawn Song author Ion Stoica author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication gai-etal-2021-grounded-graph 10.18653/v1/2021.findings-emnlp.157 https://aclanthology.org/2021.findings-emnlp.157/ 2021-11 1829 1838 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Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication li-zhao-2021-self-pseudo 10.18653/v1/2021.findings-emnlp.176 https://aclanthology.org/2021.findings-emnlp.176/ 2021-11 2053 2063 Few-Shot Novel Concept Learning for Semantic Parsing Soham Dan author Osbert Bastani author Dan Roth author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication dan-etal-2021-shot-novel 10.18653/v1/2021.findings-emnlp.177 https://aclanthology.org/2021.findings-emnlp.177/ 2021-11 2064 2075 Compositional Data and Task Augmentation for Instruction Following Soham Dan author Xinran Han author Dan Roth author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication dan-etal-2021-compositional-data 10.18653/v1/2021.findings-emnlp.178 https://aclanthology.org/2021.findings-emnlp.178/ 2021-11 2076 2081 Are Factuality Checkers Reliable? 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editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication cao-ananiadou-2021-generativere-incorporating 10.18653/v1/2021.findings-emnlp.182 https://aclanthology.org/2021.findings-emnlp.182/ 2021-11 2119 2126 Re-entry Prediction for Online Conversations via Self-Supervised Learning Lingzhi Wang author Xingshan Zeng author Huang Hu author Kam-Fai Wong author Daxin Jiang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-entry-prediction 10.18653/v1/2021.findings-emnlp.183 https://aclanthology.org/2021.findings-emnlp.183/ 2021-11 2127 2137 proScript: Partially Ordered Scripts Generation Keisuke Sakaguchi author Chandra Bhagavatula author Ronan Le Bras author Niket Tandon author Peter Clark author Yejin Choi author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication sakaguchi-etal-2021-proscript-partially 10.18653/v1/2021.findings-emnlp.184 https://aclanthology.org/2021.findings-emnlp.184/ 2021-11 2138 2149 Speaker Turn Modeling for Dialogue Act Classification Zihao He author Leili Tavabi author Kristina Lerman author Mohammad Soleymani author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication he-etal-2021-speaker-turn 10.18653/v1/2021.findings-emnlp.185 https://aclanthology.org/2021.findings-emnlp.185/ 2021-11 2150 2157 Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing Boda Lin author Mingzheng Li author Si Li author Yong Luo author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lin-etal-2021-unsupervised-domain 10.18653/v1/2021.findings-emnlp.186 https://aclanthology.org/2021.findings-emnlp.186/ 2021-11 2158 2167 Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification Hwiyeol Jo author Jaeseo Lim author Byoung-Tak Zhang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication jo-etal-2021-devils-advocate 10.18653/v1/2021.findings-emnlp.187 https://aclanthology.org/2021.findings-emnlp.187/ 2021-11 2168 2174 SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks Wanyu Du author Yangfeng Ji author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication du-ji-2021-sidecontrol-controlled 10.18653/v1/2021.findings-emnlp.188 https://aclanthology.org/2021.findings-emnlp.188/ 2021-11 2175 2194 Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability Wei-Tsung Kao author Hung-yi Lee author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kao-lee-2021-bert-cross 10.18653/v1/2021.findings-emnlp.189 https://aclanthology.org/2021.findings-emnlp.189/ 2021-11 2195 2208 Geo-BERT Pre-training Model for Query Rewriting in POI Search Xiao Liu author Juan Hu author Qi Shen author Huan Chen author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication liu-etal-2021-geo-bert 10.18653/v1/2021.findings-emnlp.190 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Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication yoo-etal-2021-gpt3mix-leveraging 10.18653/v1/2021.findings-emnlp.192 https://aclanthology.org/2021.findings-emnlp.192/ 2021-11 2225 2239 Context-aware Entity Typing in Knowledge Graphs Weiran Pan author Wei Wei author Xian-Ling Mao author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication pan-etal-2021-context-aware 10.18653/v1/2021.findings-emnlp.193 https://aclanthology.org/2021.findings-emnlp.193/ 2021-11 2240 2250 Attribute Alignment: Controlling Text Generation from Pre-trained Language Models Dian Yu author Zhou Yu author Kenji Sagae author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication yu-etal-2021-attribute-alignment 10.18653/v1/2021.findings-emnlp.194 https://aclanthology.org/2021.findings-emnlp.194/ 2021-11 2251 2268 Generate & Rank: A Multi-task Framework for Math Word Problems Jianhao Shen author Yichun Yin author Lin Li author Lifeng Shang author Xin Jiang author Ming Zhang author Qun Liu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication shen-etal-2021-generate-rank 10.18653/v1/2021.findings-emnlp.195 https://aclanthology.org/2021.findings-emnlp.195/ 2021-11 2269 2279 MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering Junjie Wang author Yatai Ji author Jiaqi Sun author Yujiu Yang author Tetsuya Sakai author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-mirtt-learning 10.18653/v1/2021.findings-emnlp.196 https://aclanthology.org/2021.findings-emnlp.196/ 2021-11 2280 2292 UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labeling Rocco Tripodi author Simone Conia author Roberto Navigli author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication tripodi-etal-2021-united-srl 10.18653/v1/2021.findings-emnlp.197 https://aclanthology.org/2021.findings-emnlp.197/ 2021-11 2293 2305 Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval Yanmeng Wang author Jun Bai author Ye Wang author Jianfei Zhang author Wenge Rong author Zongcheng Ji author Shaojun Wang author Jing Xiao author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-enhancing-dual-encoders 10.18653/v1/2021.findings-emnlp.198 https://aclanthology.org/2021.findings-emnlp.198/ 2021-11 2306 2315 A Neural Graph-based Local Coherence Model Mohsen Mesgar author Leonardo F R Ribeiro author Iryna Gurevych author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication mesgar-etal-2021-neural-graph 10.18653/v1/2021.findings-emnlp.199 https://aclanthology.org/2021.findings-emnlp.199/ 2021-11 2316 2321 GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method Nicole Peinelt author Marek Rei author Maria Liakata author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication peinelt-etal-2021-gibert-enhancing 10.18653/v1/2021.findings-emnlp.200 https://aclanthology.org/2021.findings-emnlp.200/ 2021-11 2322 2336 RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data Jonas Rieger author Carsten Jentsch author Jörg Rahnenführer author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication rieger-etal-2021-rollinglda-update 10.18653/v1/2021.findings-emnlp.201 https://aclanthology.org/2021.findings-emnlp.201/ 2021-11 2337 2347 What If Sentence-hood is Hard to Define: A Case Study in Chinese Reading Comprehension Jiawei Wang author Hai Zhao author Yinggong Zhao author Libin Shen author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-sentence-hood 10.18653/v1/2021.findings-emnlp.202 https://aclanthology.org/2021.findings-emnlp.202/ 2021-11 2348 2359 Refining BERT Embeddings for Document Hashing via Mutual Information Maximization Zijing Ou author Qinliang Su author Jianxing Yu author Ruihui Zhao author Yefeng Zheng author Bang Liu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication ou-etal-2021-refining-bert 10.18653/v1/2021.findings-emnlp.203 https://aclanthology.org/2021.findings-emnlp.203/ 2021-11 2360 2369 REBEL: Relation Extraction By End-to-end Language generation Pere-Lluís Huguet Cabot author Roberto Navigli author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication huguet-cabot-navigli-2021-rebel-relation 10.18653/v1/2021.findings-emnlp.204 https://aclanthology.org/2021.findings-emnlp.204/ 2021-11 2370 2381 Wine is not v i n. On the Compatibility of Tokenizations across Languages Antonis Maronikolakis author Philipp Dufter author Hinrich Schütze author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication maronikolakis-etal-2021-wine-v 10.18653/v1/2021.findings-emnlp.205 https://aclanthology.org/2021.findings-emnlp.205/ 2021-11 2382 2399 Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media Paul Röttger author Janet Pierrehumbert author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication rottger-pierrehumbert-2021-temporal-adaptation 10.18653/v1/2021.findings-emnlp.206 https://aclanthology.org/2021.findings-emnlp.206/ 2021-11 2400 2412 Skim-Attention: Learning to Focus via Document Layout Laura Nguyen author Thomas Scialom author Jacopo Staiano author Benjamin Piwowarski author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication nguyen-etal-2021-skim-attention 10.18653/v1/2021.findings-emnlp.207 https://aclanthology.org/2021.findings-emnlp.207/ 2021-11 2413 2427 Attention-based Contrastive Learning for Winograd Schemas Tassilo Klein author Moin Nabi author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication klein-nabi-2021-attention-based 10.18653/v1/2021.findings-emnlp.208 https://aclanthology.org/2021.findings-emnlp.208/ 2021-11 2428 2434 Give the Truth: Incorporate Semantic Slot into Abstractive Dialogue Summarization Lulu Zhao author Weihao Zeng author Weiran Xu author Jun Guo author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhao-etal-2021-give-truth 10.18653/v1/2021.findings-emnlp.209 https://aclanthology.org/2021.findings-emnlp.209/ 2021-11 2435 2446 Challenges in Detoxifying Language Models Johannes Welbl author Amelia Glaese author Jonathan Uesato author Sumanth Dathathri author John Mellor author Lisa Anne Hendricks author Kirsty Anderson author Pushmeet Kohli author Ben Coppin author Po-Sen Huang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication welbl-etal-2021-challenges-detoxifying 10.18653/v1/2021.findings-emnlp.210 https://aclanthology.org/2021.findings-emnlp.210/ 2021-11 2447 2469 Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation Shahar Levy author Koren Lazar author Gabriel Stanovsky author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication levy-etal-2021-collecting-large 10.18653/v1/2021.findings-emnlp.211 https://aclanthology.org/2021.findings-emnlp.211/ 2021-11 2470 2480 Competence-based Curriculum Learning for Multilingual Machine Translation Mingliang Zhang author Fandong Meng author Yunhai Tong author Jie Zhou author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-etal-2021-competence-based 10.18653/v1/2021.findings-emnlp.212 https://aclanthology.org/2021.findings-emnlp.212/ 2021-11 2481 2493 Informed Sampling for Diversity in Concept-to-Text NLG Giulio Zhou author Gerasimos Lampouras author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhou-lampouras-2021-informed-sampling 10.18653/v1/2021.findings-emnlp.213 https://aclanthology.org/2021.findings-emnlp.213/ 2021-11 2494 2509 Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations Fuxiang Chen author Mijung Kim author Jaegul Choo author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication chen-etal-2021-novel-natural 10.18653/v1/2021.findings-emnlp.214 https://aclanthology.org/2021.findings-emnlp.214/ 2021-11 2510 2520 WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER Simone Tedeschi author Valentino Maiorca author Niccolò Campolungo author Francesco Cecconi author Roberto Navigli author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication tedeschi-etal-2021-wikineural-combined 10.18653/v1/2021.findings-emnlp.215 https://aclanthology.org/2021.findings-emnlp.215/ 2021-11 2521 2533 Beyond Grammatical Error Correction: Improving L1-influenced research writing in English using pre-trained encoder-decoder models Gustavo Zomer author Ana Frankenberg-Garcia author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zomer-frankenberg-garcia-2021-beyond-grammatical 10.18653/v1/2021.findings-emnlp.216 https://aclanthology.org/2021.findings-emnlp.216/ 2021-11 2534 2540 Classification and Geotemporal Analysis of Quality-of-Life Issues in Tenant Reviews Adam Haber author Zeev Waks author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication haber-waks-2021-classification-geotemporal 10.18653/v1/2021.findings-emnlp.217 https://aclanthology.org/2021.findings-emnlp.217/ 2021-11 2541 2553 Probing Pre-trained Language Models for Semantic Attributes and their Values Meriem Beloucif author Chris Biemann author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication beloucif-biemann-2021-probing-pre 10.18653/v1/2021.findings-emnlp.218 https://aclanthology.org/2021.findings-emnlp.218/ 2021-11 2554 2559 Uncovering the Limits of Text-based Emotion Detection Nurudin Alvarez-Gonzalez author Andreas Kaltenbrunner author Vicenç Gómez author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication alvarez-gonzalez-etal-2021-uncovering-limits 10.18653/v1/2021.findings-emnlp.219 https://aclanthology.org/2021.findings-emnlp.219/ 2021-11 2560 2583 Named Entity Recognition for Entity Linking: What Works and What’s Next Simone Tedeschi author Simone Conia author Francesco Cecconi author Roberto Navigli author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication tedeschi-etal-2021-named-entity 10.18653/v1/2021.findings-emnlp.220 https://aclanthology.org/2021.findings-emnlp.220/ 2021-11 2584 2596 Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph Hanyu Duan author Yi Yang author Kar Yan Tam author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication duan-etal-2021-learning-numeracy 10.18653/v1/2021.findings-emnlp.221 https://aclanthology.org/2021.findings-emnlp.221/ 2021-11 2597 2602 Weakly Supervised Semantic Parsing by Learning from Mistakes Jiaqi Guo author Jian-Guang Lou author Ting Liu author Dongmei Zhang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication guo-etal-2021-weakly-supervised 10.18653/v1/2021.findings-emnlp.222 https://aclanthology.org/2021.findings-emnlp.222/ 2021-11 2603 2617 CodeQA: A Question Answering Dataset for Source Code Comprehension Chenxiao Liu author Xiaojun Wan author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication liu-wan-2021-codeqa-question 10.18653/v1/2021.findings-emnlp.223 https://aclanthology.org/2021.findings-emnlp.223/ 2021-11 2618 2632 Subword Mapping and Anchoring across Languages Giorgos Vernikos author Andrei Popescu-Belis author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication vernikos-popescu-belis-2021-subword-mapping 10.18653/v1/2021.findings-emnlp.224 https://aclanthology.org/2021.findings-emnlp.224/ 2021-11 2633 2647 CDLM: Cross-Document Language Modeling Avi Caciularu author Arman Cohan author Iz Beltagy author Matthew Peters author Arie Cattan author Ido Dagan author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication caciularu-etal-2021-cdlm-cross 10.18653/v1/2021.findings-emnlp.225 https://aclanthology.org/2021.findings-emnlp.225/ 2021-11 2648 2662 Patterns of Polysemy and Homonymy in Contextualised Language Models Janosch Haber author Massimo Poesio author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication haber-poesio-2021-patterns-polysemy 10.18653/v1/2021.findings-emnlp.226 https://aclanthology.org/2021.findings-emnlp.226/ 2021-11 2663 2676 Cross-Lingual Leveled Reading Based on Language-Invariant Features Simin Rao author Hua Zheng author Sujian Li author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication rao-etal-2021-cross-lingual 10.18653/v1/2021.findings-emnlp.227 https://aclanthology.org/2021.findings-emnlp.227/ 2021-11 2677 2682 Controlled Neural Sentence-Level Reframing of News Articles Wei-Fan Chen author Khalid Al Khatib author Benno Stein author Henning Wachsmuth author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication chen-etal-2021-controlled-neural 10.18653/v1/2021.findings-emnlp.228 https://aclanthology.org/2021.findings-emnlp.228/ 2021-11 2683 2693 DialogueTRM: Exploring Multi-Modal Emotional Dynamics in a Conversation Yuzhao Mao author Guang Liu author Xiaojie Wang author Weiguo Gao author Xuan Li author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication mao-etal-2021-dialoguetrm-exploring 10.18653/v1/2021.findings-emnlp.229 https://aclanthology.org/2021.findings-emnlp.229/ 2021-11 2694 2704 Adversarial Examples for Evaluating Math Word Problem Solvers Vivek Kumar author Rishabh Maheshwary author Vikram Pudi author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kumar-etal-2021-adversarial-examples 10.18653/v1/2021.findings-emnlp.230 https://aclanthology.org/2021.findings-emnlp.230/ 2021-11 2705 2712 Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text Xiao-Yu Guo author Yuan-Fang Li author Gholamreza Haffari author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication guo-etal-2021-improving-numerical 10.18653/v1/2021.findings-emnlp.231 https://aclanthology.org/2021.findings-emnlp.231/ 2021-11 2713 2718 Retrieval Augmented Code Generation and Summarization Md Rizwan Parvez author Wasi Ahmad author Saikat Chakraborty author Baishakhi Ray author Kai-Wei Chang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication parvez-etal-2021-retrieval-augmented 10.18653/v1/2021.findings-emnlp.232 https://aclanthology.org/2021.findings-emnlp.232/ 2021-11 2719 2734 Multilingual Translation via Grafting Pre-trained Language Models Zewei Sun author Mingxuan Wang author Lei Li author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication sun-etal-2021-multilingual-translation 10.18653/v1/2021.findings-emnlp.233 https://aclanthology.org/2021.findings-emnlp.233/ 2021-11 2735 2747 AEDA: An Easier Data Augmentation Technique for Text Classification Akbar Karimi author Leonardo Rossi author Andrea Prati author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication karimi-etal-2021-aeda-easier 10.18653/v1/2021.findings-emnlp.234 https://aclanthology.org/2021.findings-emnlp.234/ 2021-11 2748 2754 A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. Judicael Poumay author Ashwin Ittoo author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication poumay-ittoo-2021-comprehensive-comparison 10.18653/v1/2021.findings-emnlp.235 https://aclanthology.org/2021.findings-emnlp.235/ 2021-11 2755 2764 Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition Guolin Zheng author Yubei Xiao author Ke Gong author Pan Zhou author Xiaodan Liang author Liang Lin author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zheng-etal-2021-wav-bert 10.18653/v1/2021.findings-emnlp.236 https://aclanthology.org/2021.findings-emnlp.236/ 2021-11 2765 2777 Multilingual AMR Parsing with Noisy Knowledge Distillation Deng Cai author Xin Li author Jackie Chun-Sing Ho author Lidong Bing author Wai Lam author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication cai-etal-2021-multilingual-amr 10.18653/v1/2021.findings-emnlp.237 https://aclanthology.org/2021.findings-emnlp.237/ 2021-11 2778 2789 Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs Mohammad Javad Hosseini author Shay B Cohen author Mark Johnson author Mark Steedman author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication hosseini-etal-2021-open-domain 10.18653/v1/2021.findings-emnlp.238 https://aclanthology.org/2021.findings-emnlp.238/ 2021-11 2790 2802 Analysis of Language Change in Collaborative Instruction Following Anna Effenberger author Rhia Singh author Eva Yan author Alane Suhr author Yoav Artzi author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication effenberger-etal-2021-analysis-language 10.18653/v1/2021.findings-emnlp.239 https://aclanthology.org/2021.findings-emnlp.239/ 2021-11 2803 2811 Counter-Interference Adapter for Multilingual Machine Translation Yaoming Zhu author Jiangtao Feng author Chengqi Zhao author Mingxuan Wang author Lei Li author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhu-etal-2021-counter-interference 10.18653/v1/2021.findings-emnlp.240 https://aclanthology.org/2021.findings-emnlp.240/ 2021-11 2812 2823 Progressive Transformer-Based Generation of Radiology Reports Farhad Nooralahzadeh author Nicolas Perez Gonzalez author Thomas Frauenfelder author Koji Fujimoto author Michael Krauthammer author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication nooralahzadeh-etal-2021-progressive-transformer 10.18653/v1/2021.findings-emnlp.241 https://aclanthology.org/2021.findings-emnlp.241/ 2021-11 2824 2832 “Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification? Patricia Chiril author Farah Benamara author Véronique Moriceau author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication chiril-etal-2021-nice-wife 10.18653/v1/2021.findings-emnlp.242 https://aclanthology.org/2021.findings-emnlp.242/ 2021-11 2833 2844 Automatic Discrimination between Inherited and Borrowed Latin Words in Romance Languages Alina Maria Cristea author Liviu P Dinu author Simona Georgescu author Mihnea-Lucian Mihai author Ana Sabina Uban author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication cristea-etal-2021-automatic-discrimination 10.18653/v1/2021.findings-emnlp.243 https://aclanthology.org/2021.findings-emnlp.243/ 2021-11 2845 2855 Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections Ruiqi Zhong author Kristy Lee author Zheng Zhang author Dan Klein author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhong-etal-2021-adapting-language 10.18653/v1/2021.findings-emnlp.244 https://aclanthology.org/2021.findings-emnlp.244/ 2021-11 2856 2878 Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations Yunhe Xie author Kailai Yang author Chengjie Sun author Bingquan Liu author Zhenzhou Ji author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication xie-etal-2021-knowledge-interactive 10.18653/v1/2021.findings-emnlp.245 https://aclanthology.org/2021.findings-emnlp.245/ 2021-11 2879 2889 Minimizing Annotation Effort via Max-Volume Spectral Sampling Ariadna Quattoni author Xavier Carreras author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication quattoni-carreras-2021-minimizing-annotation 10.18653/v1/2021.findings-emnlp.246 https://aclanthology.org/2021.findings-emnlp.246/ 2021-11 2890 2899 On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation Xuebo Liu author Longyue Wang author Derek F Wong author Liang Ding author Lidia S Chao author Shuming Shi author Zhaopeng Tu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication liu-etal-2021-complementarity-pre 10.18653/v1/2021.findings-emnlp.247 https://aclanthology.org/2021.findings-emnlp.247/ 2021-11 2900 2907 Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation Kaiyu Huang author Hao Yu author Junpeng Liu author Wei Liu author Jingxiang Cao author Degen Huang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication huang-etal-2021-lexicon-based 10.18653/v1/2021.findings-emnlp.248 https://aclanthology.org/2021.findings-emnlp.248/ 2021-11 2908 2917 KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning Haonan Li author Yeyun Gong author Jian Jiao author Ruofei Zhang author Timothy Baldwin author Nan Duan author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication li-etal-2021-kfcnet-knowledge 10.18653/v1/2021.findings-emnlp.249 https://aclanthology.org/2021.findings-emnlp.249/ 2021-11 2918 2928 Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus Daniela Trotta author Raffaele Guarasci author Elisa Leonardelli author Sara Tonelli author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication trotta-etal-2021-monolingual-cross 10.18653/v1/2021.findings-emnlp.250 https://aclanthology.org/2021.findings-emnlp.250/ 2021-11 2929 2940 Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction Zhe Pan author Peng Wang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication pan-wang-2021-hyperbolic-hierarchy 10.18653/v1/2021.findings-emnlp.251 https://aclanthology.org/2021.findings-emnlp.251/ 2021-11 2941 2948 A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation Yang Sun author Nan Yu author Guohong Fu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication sun-etal-2021-discourse-aware 10.18653/v1/2021.findings-emnlp.252 https://aclanthology.org/2021.findings-emnlp.252/ 2021-11 2949 2958 MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection Matthew Matero author Nikita Soni author Niranjan Balasubramanian author H Andrew Schwartz author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication matero-etal-2021-melt-message 10.18653/v1/2021.findings-emnlp.253 https://aclanthology.org/2021.findings-emnlp.253/ 2021-11 2959 2966 LMSOC: An Approach for Socially Sensitive Pretraining Vivek Kulkarni author Shubhanshu Mishra author Aria Haghighi author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kulkarni-etal-2021-lmsoc-approach 10.18653/v1/2021.findings-emnlp.254 https://aclanthology.org/2021.findings-emnlp.254/ 2021-11 2967 2975 Extract, Integrate, Compete: Towards Verification Style Reading Comprehension Chen Zhang author Yuxuan Lai author Yansong Feng author Dongyan Zhao author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-etal-2021-extract-integrate 10.18653/v1/2021.findings-emnlp.255 https://aclanthology.org/2021.findings-emnlp.255/ 2021-11 2976 2986 Comparing learnability of two dependency schemes: ‘semantic’ (UD) and ‘syntactic’ (SUD) Ryszard Tuora author Adam Przepiórkowski author Aleksander Leczkowski author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication tuora-etal-2021-comparing-learnability 10.18653/v1/2021.findings-emnlp.256 https://aclanthology.org/2021.findings-emnlp.256/ 2021-11 2987 2996 Argumentation-Driven Evidence Association in Criminal Cases Yefei Teng author WenHan Chao author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication teng-chao-2021-argumentation-driven 10.18653/v1/2021.findings-emnlp.257 https://aclanthology.org/2021.findings-emnlp.257/ 2021-11 2997 3001 Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction Bo Wang author Tao Shen author Guodong Long author Tianyi Zhou author Yi Chang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-eliminating-sentiment 10.18653/v1/2021.findings-emnlp.258 https://aclanthology.org/2021.findings-emnlp.258/ 2021-11 3002 3012 Data Efficient Masked Language Modeling for Vision and Language Yonatan Bitton author Michael Elhadad author Gabriel Stanovsky author Roy Schwartz author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication bitton-etal-2021-data-efficient 10.18653/v1/2021.findings-emnlp.259 https://aclanthology.org/2021.findings-emnlp.259/ 2021-11 3013 3028 Improving Multilingual Neural Machine Translation with Auxiliary Source Languages Weijia Xu author Yuwei Yin author Shuming Ma author Dongdong Zhang author Haoyang Huang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication xu-etal-2021-improving-multilingual 10.18653/v1/2021.findings-emnlp.260 https://aclanthology.org/2021.findings-emnlp.260/ 2021-11 3029 3041 How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy Sara Rajaee author Mohammad Taher Pilehvar author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication rajaee-pilehvar-2021-fine-tuning 10.18653/v1/2021.findings-emnlp.261 https://aclanthology.org/2021.findings-emnlp.261/ 2021-11 3042 3049 Locality Preserving Sentence Encoding Changrong Min author Yonghe Chu author Liang Yang author Bo Xu author Hongfei Lin author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication min-etal-2021-locality-preserving 10.18653/v1/2021.findings-emnlp.262 https://aclanthology.org/2021.findings-emnlp.262/ 2021-11 3050 3060 Knowledge Representation Learning with Contrastive Completion Coding Bo Ouyang author Wenbing Huang author Runfa Chen author Zhixing Tan author Yang Liu author Maosong Sun author Jihong Zhu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication ouyang-etal-2021-knowledge-representation 10.18653/v1/2021.findings-emnlp.263 https://aclanthology.org/2021.findings-emnlp.263/ 2021-11 3061 3073 Knowledge-Enhanced Evidence Retrieval for Counterargument Generation Yohan Jo author Haneul Yoo author JinYeong Bak author Alice Oh author Chris Reed author Eduard Hovy author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication jo-etal-2021-knowledge-enhanced 10.18653/v1/2021.findings-emnlp.264 https://aclanthology.org/2021.findings-emnlp.264/ 2021-11 3074 3094 Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model Kuntal Kumar Pal author Chitta Baral author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication pal-baral-2021-investigating-numeracy 10.18653/v1/2021.findings-emnlp.265 https://aclanthology.org/2021.findings-emnlp.265/ 2021-11 3095 3101 Modeling Mathematical Notation Semantics in Academic Papers Hwiyeol Jo author Dongyeop Kang author Andrew Head author Marti A Hearst author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication jo-etal-2021-modeling-mathematical 10.18653/v1/2021.findings-emnlp.266 https://aclanthology.org/2021.findings-emnlp.266/ 2021-11 3102 3115 Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens Saad Hassan author Matt Huenerfauth author Cecilia Ovesdotter Alm author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication hassan-etal-2021-unpacking-interdependent 10.18653/v1/2021.findings-emnlp.267 https://aclanthology.org/2021.findings-emnlp.267/ 2021-11 3116 3123 Constructing Emotional Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation Lei Shen author Jinchao Zhang author Jiao Ou author Xiaofang Zhao author Jie Zhou author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication shen-etal-2021-constructing-emotional 10.18653/v1/2021.findings-emnlp.268 https://aclanthology.org/2021.findings-emnlp.268/ 2021-11 3124 3134 Automatic rule generation for time expression normalization Wentao Ding author Jianhao Chen author Jinmao Li author Yuzhong Qu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication ding-etal-2021-automatic-rule 10.18653/v1/2021.findings-emnlp.269 https://aclanthology.org/2021.findings-emnlp.269/ 2021-11 3135 3144 RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation Peng Lu author Abbas Ghaddar author Ahmad Rashid author Mehdi Rezagholizadeh author Ali Ghodsi author Philippe Langlais author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lu-etal-2021-rw-kd 10.18653/v1/2021.findings-emnlp.270 https://aclanthology.org/2021.findings-emnlp.270/ 2021-11 3145 3152 Visual Cues and Error Correction for Translation Robustness Zhenhao Li author Marek Rei author Lucia Specia author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication li-etal-2021-visual-cues 10.18653/v1/2021.findings-emnlp.271 https://aclanthology.org/2021.findings-emnlp.271/ 2021-11 3153 3168 Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers Shane Storks author Joyce Chai author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication storks-chai-2021-beyond-tip 10.18653/v1/2021.findings-emnlp.272 https://aclanthology.org/2021.findings-emnlp.272/ 2021-11 3169 3177 Does Pretraining for Summarization Require Knowledge Transfer? Kundan Krishna author Jeffrey Bigham author Zachary C Lipton author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication krishna-etal-2021-pretraining-summarization 10.18653/v1/2021.findings-emnlp.273 https://aclanthology.org/2021.findings-emnlp.273/ 2021-11 3178 3189 Bandits Don’t Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits Julia Kreutzer author David Vilar author Artem Sokolov author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kreutzer-etal-2021-bandits-dont 10.18653/v1/2021.findings-emnlp.274 https://aclanthology.org/2021.findings-emnlp.274/ 2021-11 3190 3204 Sometimes We Want Ungrammatical Translations Prasanna Parthasarathi author Koustuv Sinha author Joelle Pineau author Adina Williams author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication parthasarathi-etal-2021-sometimes-want 10.18653/v1/2021.findings-emnlp.275 https://aclanthology.org/2021.findings-emnlp.275/ 2021-11 3205 3227 An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialog Xingyao Wang author David Jurgens author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-jurgens-2021-animated-picture 10.18653/v1/2021.findings-emnlp.276 https://aclanthology.org/2021.findings-emnlp.276/ 2021-11 3228 3257 SciCap: Generating Captions for Scientific Figures Ting-Yao Hsu author C Lee Giles author Ting-Hao Huang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication hsu-etal-2021-scicap-generating 10.18653/v1/2021.findings-emnlp.277 https://aclanthology.org/2021.findings-emnlp.277/ 2021-11 3258 3264 SentNoB: A Dataset for Analysing Sentiment on Noisy Bangla Texts Khondoker Ittehadul Islam author Sudipta Kar author Md Saiful Islam author Mohammad Ruhul Amin author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication islam-etal-2021-sentnob-dataset 10.18653/v1/2021.findings-emnlp.278 https://aclanthology.org/2021.findings-emnlp.278/ 2021-11 3265 3271 Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data Massimo Nicosia author Zhongdi Qu author Yasemin Altun author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication nicosia-etal-2021-translate-fill 10.18653/v1/2021.findings-emnlp.279 https://aclanthology.org/2021.findings-emnlp.279/ 2021-11 3272 3284 NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application Chuhan Wu author Fangzhao Wu author Yang Yu author Tao Qi author Yongfeng Huang author Qi Liu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wu-etal-2021-newsbert-distilling 10.18653/v1/2021.findings-emnlp.280 https://aclanthology.org/2021.findings-emnlp.280/ 2021-11 3285 3295 SD-QA: Spoken Dialectal Question Answering for the Real World Fahim Faisal author Sharlina Keshava author Md Mahfuz Ibn Alam author Antonios Anastasopoulos author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication faisal-etal-2021-sd-qa 10.18653/v1/2021.findings-emnlp.281 https://aclanthology.org/2021.findings-emnlp.281/ 2021-11 3296 3315 The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation Orevaoghene Ahia author Julia Kreutzer author Sara Hooker author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication ahia-etal-2021-low-resource 10.18653/v1/2021.findings-emnlp.282 https://aclanthology.org/2021.findings-emnlp.282/ 2021-11 3316 3333 Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence Kelvin Lo author Yuan Jin author Weicong Tan author Ming Liu author Lan Du author Wray Buntine author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lo-etal-2021-transformer-pre 10.18653/v1/2021.findings-emnlp.283 https://aclanthology.org/2021.findings-emnlp.283/ 2021-11 3334 3340 Self-Supervised Neural Topic Modeling Seyed Ali Bahrainian author Martin Jaggi author Carsten Eickhoff author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication bahrainian-etal-2021-self-supervised 10.18653/v1/2021.findings-emnlp.284 https://aclanthology.org/2021.findings-emnlp.284/ 2021-11 3341 3350 Coreference-aware Surprisal Predicts Brain Response Evan Jaffe author Byung-Doh Oh author William Schuler author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication jaffe-etal-2021-coreference-aware 10.18653/v1/2021.findings-emnlp.285 https://aclanthology.org/2021.findings-emnlp.285/ 2021-11 3351 3356 Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation Beomsu Kim author Seokjun Seo author Seungju Han author Enkhbayar Erdenee author Buru Chang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kim-etal-2021-distilling-knowledge 10.18653/v1/2021.findings-emnlp.286 https://aclanthology.org/2021.findings-emnlp.286/ 2021-11 3357 3373 Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability Pushkar Mishra author Helen Yannakoudakis author Ekaterina Shutova author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication mishra-etal-2021-modeling-users 10.18653/v1/2021.findings-emnlp.287 https://aclanthology.org/2021.findings-emnlp.287/ 2021-11 3374 3385 Detecting Community Sensitive Norm Violations in Online Conversations Chan Young Park author Julia Mendelsohn author Karthik Radhakrishnan author Kinjal Jain author Tushar Kanakagiri author David Jurgens author Yulia Tsvetkov author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication park-etal-2021-detecting-community 10.18653/v1/2021.findings-emnlp.288 https://aclanthology.org/2021.findings-emnlp.288/ 2021-11 3386 3397 SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations Hooman Sedghamiz author Shivam Raval author Enrico Santus author Tuka Alhanai author Mohammad Ghassemi author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication sedghamiz-etal-2021-supcl-seq 10.18653/v1/2021.findings-emnlp.289 https://aclanthology.org/2021.findings-emnlp.289/ 2021-11 3398 3403 mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model Rasmus Kær Jørgensen author Mareike Hartmann author Xiang Dai author Desmond Elliott author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kaer-jorgensen-etal-2021-mdapt-multilingual 10.18653/v1/2021.findings-emnlp.290 https://aclanthology.org/2021.findings-emnlp.290/ 2021-11 3404 3418 COSMic: A Coherence-Aware Generation Metric for Image Descriptions Mert Inan author Piyush Sharma author Baber Khalid author Radu Soricut author Matthew Stone author Malihe Alikhani author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication inan-etal-2021-cosmic-coherence 10.18653/v1/2021.findings-emnlp.291 https://aclanthology.org/2021.findings-emnlp.291/ 2021-11 3419 3430 Relation-Guided Pre-Training for Open-Domain Question Answering Ziniu Hu author Yizhou Sun author Kai-Wei Chang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication hu-etal-2021-relation-guided 10.18653/v1/2021.findings-emnlp.292 https://aclanthology.org/2021.findings-emnlp.292/ 2021-11 3431 3448 MURAL: Multimodal, Multitask Representations Across Languages Aashi Jain author Mandy Guo author Krishna Srinivasan author Ting Chen author Sneha Kudugunta author Chao Jia author Yinfei Yang author Jason Baldridge author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication jain-etal-2021-mural-multimodal 10.18653/v1/2021.findings-emnlp.293 https://aclanthology.org/2021.findings-emnlp.293/ 2021-11 3449 3463 AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models Harish Tayyar Madabushi author Edward Gow-Smith author Carolina Scarton author Aline Villavicencio author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication tayyar-madabushi-etal-2021-astitchinlanguagemodels-dataset 10.18653/v1/2021.findings-emnlp.294 https://aclanthology.org/2021.findings-emnlp.294/ 2021-11 3464 3477 Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration Weiyan Shi author Yu Li author Saurav Sahay author Zhou Yu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication shi-etal-2021-refine-imitate 10.18653/v1/2021.findings-emnlp.295 https://aclanthology.org/2021.findings-emnlp.295/ 2021-11 3478 3492 A Computational Exploration of Pejorative Language in Social Media Liviu P Dinu author Ioan-Bogdan Iordache author Ana Sabina Uban author Marcos Zampieri author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication dinu-etal-2021-computational-exploration 10.18653/v1/2021.findings-emnlp.296 https://aclanthology.org/2021.findings-emnlp.296/ 2021-11 3493 3498 Evidence-based Fact-Checking of Health-related Claims Mourad Sarrouti author Asma Ben Abacha author Yassine Mrabet author Dina Demner-Fushman author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication sarrouti-etal-2021-evidence-based 10.18653/v1/2021.findings-emnlp.297 https://aclanthology.org/2021.findings-emnlp.297/ 2021-11 3499 3512 Learning and Analyzing Generation Order for Undirected Sequence Models Yichen Jiang author Mohit Bansal author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication jiang-bansal-2021-learning-analyzing 10.18653/v1/2021.findings-emnlp.298 https://aclanthology.org/2021.findings-emnlp.298/ 2021-11 3513 3523 Automatic Bilingual Markup Transfer Thomas Zenkel author Joern Wuebker author John DeNero author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zenkel-etal-2021-automatic-bilingual 10.18653/v1/2021.findings-emnlp.299 https://aclanthology.org/2021.findings-emnlp.299/ 2021-11 3524 3533 Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media Shivam Raval author Hooman Sedghamiz author Enrico Santus author Tuka Alhanai author Mohammad Ghassemi author Emmanuele Chersoni author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication raval-etal-2021-exploring-unified 10.18653/v1/2021.findings-emnlp.300 https://aclanthology.org/2021.findings-emnlp.300/ 2021-11 3534 3546 Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders Giangiacomo Mercatali author André Freitas author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication mercatali-freitas-2021-disentangling-generative 10.18653/v1/2021.findings-emnlp.301 https://aclanthology.org/2021.findings-emnlp.301/ 2021-11 3547 3556 MSD: Saliency-aware Knowledge Distillation for Multimodal Understanding Woojeong Jin author Maziar Sanjabi author Shaoliang Nie author Liang Tan author Xiang Ren author Hamed Firooz author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication jin-etal-2021-msd-saliency 10.18653/v1/2021.findings-emnlp.302 https://aclanthology.org/2021.findings-emnlp.302/ 2021-11 3557 3569 Do UD Trees Match Mention Spans in Coreference Annotations? Martin Popel author Zdeněk Žabokrtský author Anna Nedoluzhko author Michal Novák author Daniel Zeman author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication popel-etal-2021-ud-trees 10.18653/v1/2021.findings-emnlp.303 https://aclanthology.org/2021.findings-emnlp.303/ 2021-11 3570 3576 Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference Sneha Kudugunta author Yanping Huang author Ankur Bapna author Maxim Krikun author Dmitry Lepikhin author Minh-Thang Luong author Orhan Firat author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kudugunta-etal-2021-beyond-distillation 10.18653/v1/2021.findings-emnlp.304 https://aclanthology.org/2021.findings-emnlp.304/ 2021-11 3577 3599 TAG: Gradient Attack on Transformer-based Language Models Jieren Deng author Yijue Wang author Ji Li author Chenghong Wang author Chao Shang author Hang Liu author Sanguthevar Rajasekaran author Caiwen Ding author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication deng-etal-2021-tag-gradient 10.18653/v1/2021.findings-emnlp.305 https://aclanthology.org/2021.findings-emnlp.305/ 2021-11 3600 3610 Generating Realistic Natural Language Counterfactuals Marcel Robeer author Floris Bex author Ad Feelders author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication robeer-etal-2021-generating-realistic 10.18653/v1/2021.findings-emnlp.306 https://aclanthology.org/2021.findings-emnlp.306/ 2021-11 3611 3625 Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach Anup Anand Deshmukh author Qianqiu Zhang author Ming Li author Jimmy Lin author Lili Mou author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication deshmukh-etal-2021-unsupervised-chunking 10.18653/v1/2021.findings-emnlp.307 https://aclanthology.org/2021.findings-emnlp.307/ 2021-11 3626 3634 Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects Charlotte Caucheteux author Alexandre Gramfort author Jean-Remi King author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication caucheteux-etal-2021-model-based 10.18653/v1/2021.findings-emnlp.308 https://aclanthology.org/2021.findings-emnlp.308/ 2021-11 3635 3644 Gated Transformer for Robust De-noised Sequence-to-Sequence Modelling Ayan Sengupta author Amit Kumar author Sourabh Kumar Bhattacharjee author Suman Roy author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication sengupta-etal-2021-gated-transformer 10.18653/v1/2021.findings-emnlp.309 https://aclanthology.org/2021.findings-emnlp.309/ 2021-11 3645 3657 Token-wise Curriculum Learning for Neural Machine Translation Chen Liang author Haoming Jiang author Xiaodong Liu author Pengcheng He author Weizhu Chen author Jianfeng Gao author Tuo Zhao author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication liang-etal-2021-token-wise 10.18653/v1/2021.findings-emnlp.310 https://aclanthology.org/2021.findings-emnlp.310/ 2021-11 3658 3670 RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification Hitarth Narvala author Graham McDonald author Iadh Ounis author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication narvala-etal-2021-reldiff-enriching 10.18653/v1/2021.findings-emnlp.311 https://aclanthology.org/2021.findings-emnlp.311/ 2021-11 3671 3681 Post-Editing Extractive Summaries by Definiteness Prediction Jad Kabbara author Jackie Chi Kit Cheung author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kabbara-cheung-2021-post-editing 10.18653/v1/2021.findings-emnlp.312 https://aclanthology.org/2021.findings-emnlp.312/ 2021-11 3682 3692 Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations Longxiang Zhang author Renato Negrinho author Arindam Ghosh author Vasudevan Jagannathan author Hamid Reza Hassanzadeh author Thomas Schaaf author Matthew R Gormley author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-etal-2021-leveraging-pretrained 10.18653/v1/2021.findings-emnlp.313 https://aclanthology.org/2021.findings-emnlp.313/ 2021-11 3693 3712 Distilling Knowledge for Empathy Detection Mahshid Hosseini author Cornelia Caragea author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication hosseini-caragea-2021-distilling-knowledge 10.18653/v1/2021.findings-emnlp.314 https://aclanthology.org/2021.findings-emnlp.314/ 2021-11 3713 3724 Adapting Entities across Languages and Cultures Denis Peskov author Viktor Hangya author Jordan Boyd-Graber author Alexander Fraser author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication peskov-etal-2021-adapting-entities 10.18653/v1/2021.findings-emnlp.315 https://aclanthology.org/2021.findings-emnlp.315/ 2021-11 3725 3750 ODIST: Open World Classification via Distributionally Shifted Instances Lei Shu author Yassine Benajiba author Saab Mansour author Yi Zhang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication shu-etal-2021-odist-open 10.18653/v1/2021.findings-emnlp.316 https://aclanthology.org/2021.findings-emnlp.316/ 2021-11 3751 3756 LAMAD: A Linguistic Attentional Model for Arabic Text Diacritization Raeed Al-Sabri author Jianliang Gao author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication al-sabri-gao-2021-lamad-linguistic 10.18653/v1/2021.findings-emnlp.317 https://aclanthology.org/2021.findings-emnlp.317/ 2021-11 3757 3764 Sequence-to-Lattice Models for Fast Translation Yuntian Deng author Alexander Rush author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication deng-rush-2021-sequence-lattice 10.18653/v1/2021.findings-emnlp.318 https://aclanthology.org/2021.findings-emnlp.318/ 2021-11 3765 3772 Towards Realistic Single-Task Continuous Learning Research for NER Justin Payan author Yuval Merhav author He Xie author Satyapriya Krishna author Anil Ramakrishna author Mukund Sridhar author Rahul Gupta author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication payan-etal-2021-towards-realistic 10.18653/v1/2021.findings-emnlp.319 https://aclanthology.org/2021.findings-emnlp.319/ 2021-11 3773 3783 Retrieval Augmentation Reduces Hallucination in Conversation Kurt Shuster author Spencer Poff author Moya Chen author Douwe Kiela author Jason Weston author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication shuster-etal-2021-retrieval-augmentation 10.18653/v1/2021.findings-emnlp.320 https://aclanthology.org/2021.findings-emnlp.320/ 2021-11 3784 3803 Towards Automatic Bias Detection in Knowledge Graphs Daphna Keidar author Mian Zhong author Ce Zhang author Yash Raj Shrestha author Bibek Paudel author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication keidar-etal-2021-towards-automatic 10.18653/v1/2021.findings-emnlp.321 https://aclanthology.org/2021.findings-emnlp.321/ 2021-11 3804 3811 Searching for More Efficient Dynamic Programs Tim Vieira author Ryan Cotterell author Jason Eisner author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication vieira-etal-2021-searching-efficient 10.18653/v1/2021.findings-emnlp.322 https://aclanthology.org/2021.findings-emnlp.322/ 2021-11 3812 3830 Revisiting Robust Neural Machine Translation: A Transformer Case Study Peyman Passban author Puneeth Saladi author Qun Liu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication passban-etal-2021-revisiting-robust 10.18653/v1/2021.findings-emnlp.323 https://aclanthology.org/2021.findings-emnlp.323/ 2021-11 3831 3840 Can NLI Models Verify QA Systems’ Predictions? Jifan Chen author Eunsol Choi author Greg Durrett author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication chen-etal-2021-nli-models 10.18653/v1/2021.findings-emnlp.324 https://aclanthology.org/2021.findings-emnlp.324/ 2021-11 3841 3854 Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models Qiuhao Lu author Dejing Dou author Thien Huu Nguyen author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lu-etal-2021-parameter-efficient 10.18653/v1/2021.findings-emnlp.325 https://aclanthology.org/2021.findings-emnlp.325/ 2021-11 3855 3865 Uncovering Implicit Gender Bias in Narratives through Commonsense Inference Tenghao Huang author Faeze Brahman author Vered Shwartz author Snigdha Chaturvedi author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication huang-etal-2021-uncovering-implicit 10.18653/v1/2021.findings-emnlp.326 https://aclanthology.org/2021.findings-emnlp.326/ 2021-11 3866 3873 Contrastive Document Representation Learning with Graph Attention Networks Peng Xu author Xinchi Chen author Xiaofei Ma author Zhiheng Huang author Bing Xiang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication xu-etal-2021-contrastive-document 10.18653/v1/2021.findings-emnlp.327 https://aclanthology.org/2021.findings-emnlp.327/ 2021-11 3874 3884 Convex Aggregation for Opinion Summarization Hayate Iso author Xiaolan Wang author Yoshihiko Suhara author Stefanos Angelidis author Wang-Chiew Tan author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication iso-etal-2021-convex-aggregation 10.18653/v1/2021.findings-emnlp.328 https://aclanthology.org/2021.findings-emnlp.328/ 2021-11 3885 3903 Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings Sawsan Alqahtani author Garima Lalwani author Yi Zhang author Salvatore Romeo author Saab Mansour author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication alqahtani-etal-2021-using-optimal 10.18653/v1/2021.findings-emnlp.329 https://aclanthology.org/2021.findings-emnlp.329/ 2021-11 3904 3919 Uncertainty-Aware Machine Translation Evaluation Taisiya Glushkova author Chrysoula Zerva author Ricardo Rei author André F T Martins author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication glushkova-etal-2021-uncertainty-aware 10.18653/v1/2021.findings-emnlp.330 https://aclanthology.org/2021.findings-emnlp.330/ 2021-11 3920 3938 Neural Unification for Logic Reasoning over Natural Language Gabriele Picco author Thanh Lam Hoang author Marco Luca Sbodio author Vanessa Lopez author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication picco-etal-2021-neural-unification 10.18653/v1/2021.findings-emnlp.331 https://aclanthology.org/2021.findings-emnlp.331/ 2021-11 3939 3950 From None to Severe: Predicting Severity in Movie Scripts Yigeng Zhang author Mahsa Shafaei author Fabio Gonzalez author Thamar Solorio author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-etal-2021-none-severe 10.18653/v1/2021.findings-emnlp.332 https://aclanthology.org/2021.findings-emnlp.332/ 2021-11 3951 3956 Benchmarking Meta-embeddings: What Works and What Does Not Iker García-Ferrero author Rodrigo Agerri author German Rigau author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication garcia-ferrero-etal-2021-benchmarking-meta 10.18653/v1/2021.findings-emnlp.333 https://aclanthology.org/2021.findings-emnlp.333/ 2021-11 3957 3972 A Plug-and-Play Method for Controlled Text Generation Damian Pascual author Beni Egressy author Clara Meister author Ryan Cotterell author Roger Wattenhofer author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication pascual-etal-2021-plug-play 10.18653/v1/2021.findings-emnlp.334 https://aclanthology.org/2021.findings-emnlp.334/ 2021-11 3973 3997 A Corpus-based Syntactic Analysis of Two-termed Unlike Coordination Julie Kallini author Christiane Fellbaum author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kallini-fellbaum-2021-corpus-based 10.18653/v1/2021.findings-emnlp.335 https://aclanthology.org/2021.findings-emnlp.335/ 2021-11 3998 4008 Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation An Yan author Zexue He author Xing Lu author Jiang Du author Eric Chang author Amilcare Gentili author Julian McAuley author Chun-Nan Hsu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication yan-etal-2021-weakly-supervised 10.18653/v1/2021.findings-emnlp.336 https://aclanthology.org/2021.findings-emnlp.336/ 2021-11 4009 4015 NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions Zhiyu Chen author Honglei Liu author Hu Xu author Seungwhan Moon author Hao Zhou author Bing Liu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication chen-etal-2021-nuanced-natural 10.18653/v1/2021.findings-emnlp.337 https://aclanthology.org/2021.findings-emnlp.337/ 2021-11 4016 4024 Table-based Fact Verification With Salience-aware Learning Fei Wang author Kexuan Sun author Jay Pujara author Pedro Szekely author Muhao Chen author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-table-based 10.18653/v1/2021.findings-emnlp.338 https://aclanthology.org/2021.findings-emnlp.338/ 2021-11 4025 4036 Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage Isidora Tourni author Lei Guo author Taufiq Husada Daryanto author Fabian Zhafransyah author Edward Edberg Halim author Mona Jalal author Boqi Chen author Sha Lai author Hengchang Hu author Margrit Betke author Prakash Ishwar author Derry Tanti Wijaya author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication tourni-etal-2021-detecting-frames 10.18653/v1/2021.findings-emnlp.339 https://aclanthology.org/2021.findings-emnlp.339/ 2021-11 4037 4050 Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event Sarthak Khanal author Doina Caragea author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication khanal-caragea-2021-multi-task 10.18653/v1/2021.findings-emnlp.340 https://aclanthology.org/2021.findings-emnlp.340/ 2021-11 4051 4056 Graph-Based Decoding for Task Oriented Semantic Parsing Jeremy Cole author Nanjiang Jiang author Panupong Pasupat author Luheng He author Peter Shaw author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication cole-etal-2021-graph-based 10.18653/v1/2021.findings-emnlp.341 https://aclanthology.org/2021.findings-emnlp.341/ 2021-11 4057 4065 Expected Validation Performance and Estimation of a Random Variable’s Maximum Jesse Dodge author Suchin Gururangan author Dallas Card author Roy Schwartz author Noah A Smith author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication dodge-etal-2021-expected-validation 10.18653/v1/2021.findings-emnlp.342 https://aclanthology.org/2021.findings-emnlp.342/ 2021-11 4066 4073 How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks Hoang Van author Zheng Tang author Mihai Surdeanu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication van-etal-2021-may-help 10.18653/v1/2021.findings-emnlp.343 https://aclanthology.org/2021.findings-emnlp.343/ 2021-11 4074 4080 Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers Machel Reid author Edison Marrese-Taylor author Yutaka Matsuo author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication reid-etal-2021-subformer-exploring 10.18653/v1/2021.findings-emnlp.344 https://aclanthology.org/2021.findings-emnlp.344/ 2021-11 4081 4090 Leveraging Information Bottleneck for Scientific Document Summarization Jiaxin Ju author Ming Liu author Huan Yee Koh author Yuan Jin author Lan Du author Shirui Pan author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication ju-etal-2021-leveraging-information 10.18653/v1/2021.findings-emnlp.345 https://aclanthology.org/2021.findings-emnlp.345/ 2021-11 4091 4098 Reconsidering the Past: Optimizing Hidden States in Language Models Davis Yoshida author Kevin Gimpel author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication yoshida-gimpel-2021-reconsidering-past 10.18653/v1/2021.findings-emnlp.346 https://aclanthology.org/2021.findings-emnlp.346/ 2021-11 4099 4105 Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots Wenting Zhao author Ye Liu author Yao Wan author Philip Yu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhao-etal-2021-attend-memorize 10.18653/v1/2021.findings-emnlp.347 https://aclanthology.org/2021.findings-emnlp.347/ 2021-11 4106 4117 ARCH: Efficient Adversarial Regularized Training with Caching Simiao Zuo author Chen Liang author Haoming Jiang author Pengcheng He author Xiaodong Liu author Jianfeng Gao author Weizhu Chen author Tuo Zhao author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zuo-etal-2021-arch-efficient 10.18653/v1/2021.findings-emnlp.348 https://aclanthology.org/2021.findings-emnlp.348/ 2021-11 4118 4131 Probing Commonsense Explanation in Dialogue Response Generation Pei Zhou author Pegah Jandaghi author Hyundong Cho author Bill Yuchen Lin author Jay Pujara author Xiang Ren author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhou-etal-2021-probing-commonsense 10.18653/v1/2021.findings-emnlp.349 https://aclanthology.org/2021.findings-emnlp.349/ 2021-11 4132 4146 NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset Qiyuan Zhang author Lei Wang author Sicheng Yu author Shuohang Wang author Yang Wang author Jing Jiang author Ee-Peng Lim author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-etal-2021-noahqa-numerical 10.18653/v1/2021.findings-emnlp.350 https://aclanthology.org/2021.findings-emnlp.350/ 2021-11 4147 4161 Textual Time Travel: A Temporally Informed Approach to Theory of Mind Akshatha Arodi author Jackie Chi Kit Cheung author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication arodi-cheung-2021-textual-time 10.18653/v1/2021.findings-emnlp.351 https://aclanthology.org/2021.findings-emnlp.351/ 2021-11 4162 4172 Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding Zexue He author Bodhisattwa Prasad Majumder author Julian McAuley author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication he-etal-2021-detect-perturb 10.18653/v1/2021.findings-emnlp.352 https://aclanthology.org/2021.findings-emnlp.352/ 2021-11 4173 4181 HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning Mingyu Derek Ma author Muhao Chen author Te-Lin Wu author Nanyun Peng author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication ma-etal-2021-hyperexpan-taxonomy 10.18653/v1/2021.findings-emnlp.353 https://aclanthology.org/2021.findings-emnlp.353/ 2021-11 4182 4194 Want To Reduce Labeling Cost? 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conference publication lin-etal-2021-bag-tricks 10.18653/v1/2021.findings-emnlp.357 https://aclanthology.org/2021.findings-emnlp.357/ 2021-11 4227 4233 Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Xin Zheng author Zhirui Zhang author Shujian Huang author Boxing Chen author Jun Xie author Weihua Luo author Jiajun Chen author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zheng-etal-2021-non-parametric 10.18653/v1/2021.findings-emnlp.358 https://aclanthology.org/2021.findings-emnlp.358/ 2021-11 4234 4241 The Topic Confusion Task: A Novel Evaluation Scenario for Authorship Attribution Malik Altakrori author Jackie Chi Kit Cheung author Benjamin C M Fung author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication altakrori-etal-2021-topic-confusion 10.18653/v1/2021.findings-emnlp.359 https://aclanthology.org/2021.findings-emnlp.359/ 2021-11 4242 4256 Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health Andrew Lee author Jonathan K Kummerfeld author Larry An author Rada Mihalcea author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lee-etal-2021-micromodels-efficient 10.18653/v1/2021.findings-emnlp.360 https://aclanthology.org/2021.findings-emnlp.360/ 2021-11 4257 4272 Discovering Explanatory Sentences in Legal Case Decisions Using 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wang-etal-2021-fcm-fine 10.18653/v1/2021.findings-emnlp.362 https://aclanthology.org/2021.findings-emnlp.362/ 2021-11 4284 4293 Reference-based Weak Supervision for Answer Sentence Selection using Web Data Vivek Krishnamurthy author Thuy Vu author Alessandro Moschitti author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication krishnamurthy-etal-2021-reference-based 10.18653/v1/2021.findings-emnlp.363 https://aclanthology.org/2021.findings-emnlp.363/ 2021-11 4294 4299 A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representation Dingcheng Li author Hongliang Fei author Shaogang Ren author Ping Li author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication li-etal-2021-deep-decomposable 10.18653/v1/2021.findings-emnlp.364 https://aclanthology.org/2021.findings-emnlp.364/ 2021-11 4300 4310 Improved Word Sense Disambiguation with Enhanced Sense Representations Yang Song author Xin Cai Ong author Hwee Tou Ng author Qian Lin author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication song-etal-2021-improved-word 10.18653/v1/2021.findings-emnlp.365 https://aclanthology.org/2021.findings-emnlp.365/ 2021-11 4311 4320 Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables Weizhi Wang author Zhirui Zhang author Yichao Du author Boxing Chen author Jun Xie author Weihua Luo author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-rethinking-zero 10.18653/v1/2021.findings-emnlp.366 https://aclanthology.org/2021.findings-emnlp.366/ 2021-11 4321 4327 FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition Yichong Leng author Xu Tan author Rui Wang author Linchen Zhu author Jin Xu author Wenjie Liu author Linquan Liu author Xiang-Yang Li author Tao Qin author Edward Lin author Tie-Yan Liu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication leng-etal-2021-fastcorrect-2 10.18653/v1/2021.findings-emnlp.367 https://aclanthology.org/2021.findings-emnlp.367/ 2021-11 4328 4337 Task-Oriented Clustering for Dialogues Chenxu Lv author Hengtong Lu author Shuyu Lei author Huixing Jiang author Wei Wu author Caixia Yuan author Xiaojie Wang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lv-etal-2021-task-oriented 10.18653/v1/2021.findings-emnlp.368 https://aclanthology.org/2021.findings-emnlp.368/ 2021-11 4338 4347 Mitigating Data Poisoning in Text Classification with Differential Privacy Chang Xu author Jun Wang author Francisco Guzmán author Benjamin Rubinstein author Trevor Cohn author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication xu-etal-2021-mitigating-data 10.18653/v1/2021.findings-emnlp.369 https://aclanthology.org/2021.findings-emnlp.369/ 2021-11 4348 4356 Does Vision-and-Language Pretraining Improve Lexical Grounding? Tian Yun author Chen Sun author Ellie Pavlick author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication yun-etal-2021-vision-language 10.18653/v1/2021.findings-emnlp.370 https://aclanthology.org/2021.findings-emnlp.370/ 2021-11 4357 4366 Character-based PCFG Induction for Modeling the Syntactic Acquisition of Morphologically Rich Languages Lifeng Jin author Byung-Doh Oh author William Schuler author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication jin-etal-2021-character-based 10.18653/v1/2021.findings-emnlp.371 https://aclanthology.org/2021.findings-emnlp.371/ 2021-11 4367 4378 Block-wise Word Embedding Compression Revisited: Better Weighting and Structuring Jong-Ryul Lee author Yong-Ju Lee author Yong-Hyuk Moon author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lee-etal-2021-block-wise 10.18653/v1/2021.findings-emnlp.372 https://aclanthology.org/2021.findings-emnlp.372/ 2021-11 4379 4388 Switch Point biased Self-Training: Re-purposing Pretrained Models for Code-Switching Parul Chopra author Sai Krishna Rallabandi author Alan W Black author Khyathi Raghavi Chandu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication chopra-etal-2021-switch-point 10.18653/v1/2021.findings-emnlp.373 https://aclanthology.org/2021.findings-emnlp.373/ 2021-11 4389 4397 Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates Xiaochuang Han author Yulia Tsvetkov author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication han-tsvetkov-2021-influence-tuning 10.18653/v1/2021.findings-emnlp.374 https://aclanthology.org/2021.findings-emnlp.374/ 2021-11 4398 4409 Learning Task Sampling Policy for Multitask Learning Dhanasekar Sundararaman author Henry Tsai author Kuang-Huei Lee author Iulia Turc author Lawrence Carin author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication sundararaman-etal-2021-learning-task 10.18653/v1/2021.findings-emnlp.375 https://aclanthology.org/2021.findings-emnlp.375/ 2021-11 4410 4415 Competing Independent Modules for Knowledge Integration and Optimization Parsa Bagherzadeh author Sabine Bergler author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication bagherzadeh-bergler-2021-competing-independent 10.18653/v1/2021.findings-emnlp.376 https://aclanthology.org/2021.findings-emnlp.376/ 2021-11 4416 4425 An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next Yusen Zhang author Ansong Ni author Tao Yu author Rui Zhang author Chenguang Zhu author Budhaditya Deb author Asli Celikyilmaz author Ahmed Hassan Awadallah author Dragomir Radev author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-etal-2021-exploratory-study 10.18653/v1/2021.findings-emnlp.377 https://aclanthology.org/2021.findings-emnlp.377/ 2021-11 4426 4433 Improving Text Auto-Completion with Next Phrase Prediction Dong-Ho Lee author Zhiqiang Hu author Roy Ka-Wei Lee author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lee-etal-2021-improving-text-auto 10.18653/v1/2021.findings-emnlp.378 https://aclanthology.org/2021.findings-emnlp.378/ 2021-11 4434 4438 MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their Targets Shraman Pramanick author Shivam Sharma author Dimitar Dimitrov author Md. Shad Akhtar author Preslav Nakov author Tanmoy Chakraborty author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication pramanick-etal-2021-momenta-multimodal 10.18653/v1/2021.findings-emnlp.379 https://aclanthology.org/2021.findings-emnlp.379/ 2021-11 4439 4455 NICE: Neural Image Commenting with Empathy Kezhen Chen author Qiuyuan Huang author Daniel McDuff author Xiang Gao author Hamid Palangi author Jianfeng Wang author Kenneth Forbus author Jianfeng Gao author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication chen-etal-2021-nice-neural 10.18653/v1/2021.findings-emnlp.380 https://aclanthology.org/2021.findings-emnlp.380/ 2021-11 4456 4472 HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks Xuye Liu author Dakuo Wang author April Wang author Yufang Hou author Lingfei Wu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication liu-etal-2021-haconvgnn-hierarchical 10.18653/v1/2021.findings-emnlp.381 https://aclanthology.org/2021.findings-emnlp.381/ 2021-11 4473 4485 A multilabel approach to morphosyntactic probing Naomi Shapiro author Amandalynne Paullada author Shane Steinert-Threlkeld author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication shapiro-etal-2021-multilabel-approach 10.18653/v1/2021.findings-emnlp.382 https://aclanthology.org/2021.findings-emnlp.382/ 2021-11 4486 4524 Co-Teaching Student-Model through Submission Results of Shared Task Kouta Nakayama author Shuhei Kurita author Akio Kobayashi author Yukino Baba author Satoshi Sekine author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication nakayama-etal-2021-co-teaching 10.18653/v1/2021.findings-emnlp.383 https://aclanthology.org/2021.findings-emnlp.383/ 2021-11 4525 4535 KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships Lei He author Suncong Zheng author Tao Yang author Feng Zhang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication he-etal-2021-klmo-knowledge 10.18653/v1/2021.findings-emnlp.384 https://aclanthology.org/2021.findings-emnlp.384/ 2021-11 4536 4542 Do We Know What We Don’t Know? Studying Unanswerable Questions beyond SQuAD 2.0 Elior Sulem author Jamaal Hay author Dan Roth author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication sulem-etal-2021-know-dont 10.18653/v1/2021.findings-emnlp.385 https://aclanthology.org/2021.findings-emnlp.385/ 2021-11 4543 4548 Glyph Enhanced Chinese Character Pre-Training for Lexical Sememe Prediction Boer Lyu author Lu Chen author Kai Yu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lyu-etal-2021-glyph-enhanced 10.18653/v1/2021.findings-emnlp.386 https://aclanthology.org/2021.findings-emnlp.386/ 2021-11 4549 4555 Active Learning for Rumor Identification on Social Media Parsa Farinneya author Mohammad Mahdi Abdollah Pour author Sardar Hamidian author Mona Diab author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication farinneya-etal-2021-active-learning 10.18653/v1/2021.findings-emnlp.387 https://aclanthology.org/2021.findings-emnlp.387/ 2021-11 4556 4565 Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text Maya Varma author Laurel Orr author Sen Wu author Megan Leszczynski author Xiao Ling author Christopher Ré author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication varma-etal-2021-cross-domain 10.18653/v1/2021.findings-emnlp.388 https://aclanthology.org/2021.findings-emnlp.388/ 2021-11 4566 4575 Self-Training using Rules of Grammar for Few-Shot NLU Joonghyuk Hahn author Hyunjoon Cheon author Kyuyeol Han author Cheongjae Lee author Junseok Kim author Yo-Sub Han author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication hahn-etal-2021-self-training 10.18653/v1/2021.findings-emnlp.389 https://aclanthology.org/2021.findings-emnlp.389/ 2021-11 4576 4581 Aspect-based Sentiment Analysis in Question Answering Forums Wenxuan Zhang author Yang Deng author Xin Li author Lidong Bing author Wai Lam author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-etal-2021-aspect 10.18653/v1/2021.findings-emnlp.390 https://aclanthology.org/2021.findings-emnlp.390/ 2021-11 4582 4591 ForumSum: A Multi-Speaker Conversation Summarization Dataset Misha Khalman author Yao Zhao author Mohammad Saleh author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication khalman-etal-2021-forumsum-multi 10.18653/v1/2021.findings-emnlp.391 https://aclanthology.org/2021.findings-emnlp.391/ 2021-11 4592 4599 Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework Abhilash Nandy author Soumya Sharma author Shubham Maddhashiya author Kapil Sachdeva author Pawan Goyal author NIloy Ganguly author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication nandy-etal-2021-question-answering 10.18653/v1/2021.findings-emnlp.392 https://aclanthology.org/2021.findings-emnlp.392/ 2021-11 4600 4609 Comprehensive Punctuation Restoration for English and Polish Michał Pogoda author Tomasz Walkowiak author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication pogoda-walkowiak-2021-comprehensive-punctuation 10.18653/v1/2021.findings-emnlp.393 https://aclanthology.org/2021.findings-emnlp.393/ 2021-11 4610 4619 Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation Fuwei Cui author Hui Di author Hongjie Ren author Kazushige Ouchi author Ze Liu author Jinan Xu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication cui-etal-2021-syntactically-diverse 10.18653/v1/2021.findings-emnlp.394 https://aclanthology.org/2021.findings-emnlp.394/ 2021-11 4620 4630 QACE: Asking Questions to Evaluate an Image Caption Hwanhee Lee author Thomas Scialom author Seunghyun Yoon author Franck Dernoncourt author Kyomin Jung author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lee-etal-2021-qace-asking 10.18653/v1/2021.findings-emnlp.395 https://aclanthology.org/2021.findings-emnlp.395/ 2021-11 4631 4638 Secoco: Self-Correcting Encoding for Neural Machine Translation Tao Wang author Chengqi Zhao author Mingxuan Wang author Lei Li author Hang Li author Deyi Xiong author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-secoco-self 10.18653/v1/2021.findings-emnlp.396 https://aclanthology.org/2021.findings-emnlp.396/ 2021-11 4639 4644 Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model Sheng Bi author Xiya Cheng author Yuan-Fang Li author Lizhen Qu author Shirong Shen author Guilin Qi author Lu Pan author Yinlin Jiang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication bi-etal-2021-simple-complex 10.18653/v1/2021.findings-emnlp.397 https://aclanthology.org/2021.findings-emnlp.397/ 2021-11 4645 4654 Predicting Anti-Asian Hateful Users on Twitter during COVID-19 Jisun An author Haewoon Kwak author Claire Seungeun Lee author Bogang Jun author Yong-Yeol Ahn author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication an-etal-2021-predicting-anti 10.18653/v1/2021.findings-emnlp.398 https://aclanthology.org/2021.findings-emnlp.398/ 2021-11 4655 4666 Fine-grained Typing of Emerging Entities in Microblogs Satoshi Akasaki author Naoki Yoshinaga author Masashi Toyoda author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication akasaki-etal-2021-fine-grained 10.18653/v1/2021.findings-emnlp.399 https://aclanthology.org/2021.findings-emnlp.399/ 2021-11 4667 4679 Data-Efficient Language Shaped Few-shot Image Classification Zhenwen Liang author Xiangliang Zhang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication liang-zhang-2021-data-efficient 10.18653/v1/2021.findings-emnlp.400 https://aclanthology.org/2021.findings-emnlp.400/ 2021-11 4680 4686 Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation Ke Wang author Yangbin Shi author Jiayi Wang author Yuqi Zhang author Yu Zhao author Xiaolin Zheng author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-beyond-glass 10.18653/v1/2021.findings-emnlp.401 https://aclanthology.org/2021.findings-emnlp.401/ 2021-11 4687 4698 Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech Tomer Wullach author Amir Adler author Einat Minkov author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wullach-etal-2021-fight-fire 10.18653/v1/2021.findings-emnlp.402 https://aclanthology.org/2021.findings-emnlp.402/ 2021-11 4699 4705 AutoEQA: Auto-Encoding Questions for Extractive Question Answering Stalin Varanasi author Saadullah Amin author Guenter Neumann author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication varanasi-etal-2021-autoeqa-auto 10.18653/v1/2021.findings-emnlp.403 https://aclanthology.org/2021.findings-emnlp.403/ 2021-11 4706 4712 A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation Linhai Zhang author Deyu Zhou author Chao Lin author Yulan He author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhang-etal-2021-multi-label-multi 10.18653/v1/2021.findings-emnlp.404 https://aclanthology.org/2021.findings-emnlp.404/ 2021-11 4713 4719 Don’t Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques Hossein Amirkhani author Mohammad Taher Pilehvar author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication amirkhani-pilehvar-2021-dont-discard 10.18653/v1/2021.findings-emnlp.405 https://aclanthology.org/2021.findings-emnlp.405/ 2021-11 4720 4728 Stacked AMR Parsing with Silver Data Qingrong Xia author Zhenghua Li author Rui Wang author Min Zhang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication xia-etal-2021-stacked-amr 10.18653/v1/2021.findings-emnlp.406 https://aclanthology.org/2021.findings-emnlp.406/ 2021-11 4729 4738 Speculative Sampling in Variational Autoencoders for Dialogue Response Generation Shoetsu Sato author Naoki Yoshinaga author Masashi Toyoda author Masaru Kitsuregawa author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication sato-etal-2021-speculative-sampling 10.18653/v1/2021.findings-emnlp.407 https://aclanthology.org/2021.findings-emnlp.407/ 2021-11 4739 4745 Perceived and Intended Sarcasm Detection with Graph Attention Networks Joan Plepi author Lucie Flek author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication plepi-flek-2021-perceived-intended-sarcasm 10.18653/v1/2021.findings-emnlp.408 https://aclanthology.org/2021.findings-emnlp.408/ 2021-11 4746 4753 Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation Haoran Yang author Wai Lam author Piji Li author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication yang-etal-2021-contrastive-representation 10.18653/v1/2021.findings-emnlp.409 https://aclanthology.org/2021.findings-emnlp.409/ 2021-11 4754 4761 MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer Alan Ansell author Edoardo Maria Ponti author Jonas Pfeiffer author Sebastian Ruder author Goran Glavaš author Ivan Vulić author Anna Korhonen author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication ansell-etal-2021-mad-g 10.18653/v1/2021.findings-emnlp.410 https://aclanthology.org/2021.findings-emnlp.410/ 2021-11 4762 4781 Sustainable Modular Debiasing of Language Models Anne Lauscher author Tobias Lueken author Goran Glavaš author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lauscher-etal-2021-sustainable-modular 10.18653/v1/2021.findings-emnlp.411 https://aclanthology.org/2021.findings-emnlp.411/ 2021-11 4782 4797 A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering Deyu Zhou author Yanzheng Xiang author Linhai Zhang author Chenchen Ye author Qian-Wen Zhang author Yunbo Cao author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication zhou-etal-2021-divide-conquer 10.18653/v1/2021.findings-emnlp.412 https://aclanthology.org/2021.findings-emnlp.412/ 2021-11 4798 4808 Counterfactual Adversarial Learning with Representation Interpolation Wei Wang author Boxin Wang author Ning Shi author Jinfeng Li author Bingyu Zhu author Xiangyu Liu author Rong Zhang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-counterfactual-adversarial 10.18653/v1/2021.findings-emnlp.413 https://aclanthology.org/2021.findings-emnlp.413/ 2021-11 4809 4820 ‘Just What do You Think You’re Doing, Dave?’ A Checklist for Responsible Data Use in NLP Anna Rogers author Timothy Baldwin author Kobi Leins author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication rogers-etal-2021-just-think 10.18653/v1/2021.findings-emnlp.414 https://aclanthology.org/2021.findings-emnlp.414/ 2021-11 4821 4833 Counter-Contrastive Learning for Language GANs Yekun Chai author Haidong Zhang author Qiyue Yin author Junge Zhang author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication chai-etal-2021-counter-contrastive 10.18653/v1/2021.findings-emnlp.415 https://aclanthology.org/2021.findings-emnlp.415/ 2021-11 4834 4839 Incorporating Circumstances into Narrative Event Prediction Shichao Wang author Xiangrui Cai author HongBin Wang author Xiaojie Yuan author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wang-etal-2021-incorporating-circumstances 10.18653/v1/2021.findings-emnlp.416 https://aclanthology.org/2021.findings-emnlp.416/ 2021-11 4840 4849 MultiFix: Learning to Repair Multiple Errors by Optimal Alignment Learning HyeonTae Seo author Yo-Sub Han author Sang-Ki Ko author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication seo-etal-2021-multifix-learning 10.18653/v1/2021.findings-emnlp.417 https://aclanthology.org/2021.findings-emnlp.417/ 2021-11 4850 4855 HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations Sabine Wehnert author Christian Scheel author Simona Szakács-Behling author Maret Nieländer author Patrick Mielke author Ernesto William De Luca author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication wehnert-etal-2021-hotter-hierarchical 10.18653/v1/2021.findings-emnlp.418 https://aclanthology.org/2021.findings-emnlp.418/ 2021-11 4856 4866 Grammatical Error Correction with Contrastive Learning in Low Error Density Domains Hannan Cao author Wenmian Yang author Hwee Tou Ng author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication cao-etal-2021-grammatical-error 10.18653/v1/2021.findings-emnlp.419 https://aclanthology.org/2021.findings-emnlp.419/ 2021-11 4867 4874 Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference Canming Huang author Weinan He author Yongmei Liu author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication huang-etal-2021-improving 10.18653/v1/2021.findings-emnlp.420 https://aclanthology.org/2021.findings-emnlp.420/ 2021-11 4875 4885 Does Putting a Linguist in the Loop Improve NLU Data Collection? Alicia Parrish author William Huang author Omar Agha author Soo-Hwan Lee author Nikita Nangia author Alexia Warstadt author Karmanya Aggarwal author Emily Allaway author Tal Linzen author Samuel R Bowman author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication parrish-etal-2021-putting-linguist 10.18653/v1/2021.findings-emnlp.421 https://aclanthology.org/2021.findings-emnlp.421/ 2021-11 4886 4901 Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding Shane Storks author Qiaozi Gao author Yichi Zhang author Joyce Chai author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication storks-etal-2021-tiered-reasoning 10.18653/v1/2021.findings-emnlp.422 https://aclanthology.org/2021.findings-emnlp.422/ 2021-11 4902 4918 Making Heads and Tails of Models with Marginal Calibration for Sparse Tagsets Michael Kranzlein author Nelson F Liu author Nathan Schneider author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kranzlein-etal-2021-making-heads 10.18653/v1/2021.findings-emnlp.423 https://aclanthology.org/2021.findings-emnlp.423/ 2021-11 4919 4928 GeDi: Generative Discriminator Guided Sequence Generation Ben Krause author Akhilesh Deepak Gotmare author Bryan McCann author Nitish Shirish Keskar author Shafiq Joty author Richard Socher author Nazneen Fatema Rajani author 2021-11 text Findings of the Association for Computational Linguistics: EMNLP 2021 Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication krause-etal-2021-gedi-generative 10.18653/v1/2021.findings-emnlp.424 https://aclanthology.org/2021.findings-emnlp.424/ 2021-11 4929 4952