Table of Contents

• Learning to Understand Child-directed and Adult-directed SpeechLieke Gelderloos, Grzegorz Chrupala, Afra Alishahi. 1-6 [doi]
• Predicting Depression in Screening Interviews from Latent Categorization of Interview PromptsAlex Rinaldi, Jean E. Fox Tree, Snigdha Chaturvedi. 7-18 [doi]
• Coach: A Coarse-to-Fine Approach for Cross-domain Slot FillingZihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung. 19-25 [doi]
• Designing Precise and Robust Dialogue Response EvaluatorsTianyu Zhao, Divesh Lala, Tatsuya Kawahara. 26-33 [doi]
• Dialogue State Tracking with Explicit Slot Connection ModelingYawen Ouyang, Moxin Chen, Xinyu Dai, Yinggong Zhao, Shujian Huang, Jiajun Chen. 34-40 [doi]
• Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-CopyXiexiong Lin, Weiyu Jian, Jianshan He, Taifeng Wang, Wei Chu. 41-52 [doi]
• Guiding Variational Response Generator to Exploit PersonaBowen Wu, Mengyuan Li, Zongsheng Wang, Yifu Chen, Derek F. Wong, Qihang Feng, Junhong Huang, Baoxun Wang. 53-65 [doi]
• Large Scale Multi-Actor Generative Dialog ModelingAlex Boyd, Raul Puri, Mohammad Shoeybi, Mostofa Patwary, Bryan Catanzaro. 66-84 [doi]
• PLATO: Pre-trained Dialogue Generation Model with Discrete Latent VariableSiqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang. 85-96 [doi]
• Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification NetworkYangming Li, Kaisheng Yao, Libo Qin, Wanxiang Che, Xiaolong Li, Ting Liu 0001. 97-106 [doi]
• Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational RepresentationsSam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson. 107-121 [doi]
• Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State TrackingGiovanni Campagna, Agata Foryciarz, Mehrad Moradshahi, Monica S. Lam. 122-132 [doi]
• A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic OracleShyh-Shiun Hung, Hen-Hsen Huang, Hsin-Hsi Chen. 133-138 [doi]
• TransS-Driven Joint Learning Architecture for Implicit Discourse Relation RecognitionRuifang He, Jian Wang, Fengyu Guo, Yugui Han. 139-148 [doi]
• A Study of Non-autoregressive Model for Sequence GenerationYi Ren, Jinglin Liu, Xu Tan, Zhou Zhao, Sheng Zhao, Tie-Yan Liu. 149-159 [doi]
• Cross-modal Language Generation using Pivot Stabilization for Web-scale Language CoverageAshish V. Thapliyal, Radu Soricut. 160-170 [doi]
• Fact-based Text EditingHayate Iso, Chao Qiao, Hang Li. 171-182 [doi]
• Few-Shot NLG with Pre-Trained Language ModelZhiYu Chen, Harini Eavani, Wenhu Chen, Yinyin Liu, William Yang Wang. 183-190 [doi]
• Fluent Response Generation for Conversational Question AnsweringAshutosh Baheti, Alan Ritter, Kevin Small. 191-207 [doi]
• Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEsDong-Bok Lee, Seanie Lee, Woo Tae Jeong, Donghwan Kim, Sung Ju Hwang. 208-224 [doi]
• Learning to Ask More: Semi-Autoregressive Sequential Question Generation under Dual-Graph InteractionZi Chai, Xiaojun Wan 0001. 225-237 [doi]
• Neural Syntactic Preordering for Controlled Paraphrase GenerationTanya Goyal, Greg Durrett. 238-252 [doi]
• Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-EncodersYu Duan, Canwen Xu, Jiaxin Pei, Jialong Han, Chenliang Li. 253-262 [doi]
• Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word OrderYi Liao, Xin Jiang, Qun Liu. 263-274 [doi]
• Reverse Engineering Configurations of Neural Text Generation ModelsYi Tay, Dara Bahri, Che Zheng, Clifford Brunk, Donald Metzler, Andrew Tomkins. 275-279 [doi]
• Review-based Question Generation with Adaptive Instance Transfer and AugmentationQian Yu, Lidong Bing, Qiong Zhang, Wai Lam, Luo Si. 280-290 [doi]
• TAG : Type Auxiliary Guiding for Code Comment GenerationRuichu Cai, Zhihao Liang, Boyan Xu, Zijian Li 0001, Yuexing Hao, Yao Chen. 291-301 [doi]
• Unsupervised Paraphrasing by Simulated AnnealingXianggen Liu, Lili Mou, Fandong Meng, Hao Zhou 0012, Jie Zhou 0016, Sen Song. 302-312 [doi]
• A Joint Model for Document Segmentation and Segment LabelingJoe Barrow, Rajiv Jain, Vlad I. Morariu, Varun Manjunatha, Douglas W. Oard, Philip Resnik. 313-322 [doi]
• Contextualized Weak Supervision for Text ClassificationDheeraj Mekala, Jingbo Shang. 323-333 [doi]
• Every Document Owns Its Structure: Inductive Text Classification via Graph Neural NetworksYufeng Zhang, Xueli Yu, Zeyu Cui, Shu Wu, Zhongzhen Wen, Liang Wang. 334-339 [doi]
• Neural Topic Modeling with Bidirectional Adversarial TrainingRui Wang 0043, Xuemeng Hu, Deyu Zhou, Yulan He, Yuxuan Xiong, Chenchen Ye, Haiyang Xu. 340-350 [doi]
• Text Classification with Negative SupervisionSora Ohashi, Junya Takayama, Tomoyuki Kajiwara, Chenhui Chu, Yuki Arase. 351-357 [doi]
• Content Word Aware Neural Machine TranslationKehai Chen, Rui Wang 0015, Masao Utiyama, Eiichiro Sumita. 358-364 [doi]
• Evaluating Explanation Methods for Neural Machine TranslationJierui Li, Lemao Liu, Huayang Li, Guanlin Li, Guoping Huang, Shuming Shi. 365-375 [doi]
• Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine TranslationJunliang Guo, Linli Xu, Enhong Chen. 376-385 [doi]
• Learning Source Phrase Representations for Neural Machine TranslationHongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu, Jingyi Zhang. 386-396 [doi]
• Lipschitz Constrained Parameter Initialization for Deep TransformersHongfei Xu, Qiuhui Liu, Josef van Genabith, Deyi Xiong, Jingyi Zhang. 397-402 [doi]
• Location Attention for Extrapolation to Longer SequencesYann Dubois, Gautier Dagan, Dieuwke Hupkes, Elia Bruni. 403-413 [doi]
• Multiscale Collaborative Deep Models for Neural Machine TranslationXiangpeng Wei, Heng Yu, Yue Hu 0002, Yue Zhang 0004, Rongxiang Weng, Weihua Luo. 414-426 [doi]
• Norm-Based Curriculum Learning for Neural Machine TranslationXuebo Liu, Houtim Lai, Derek F. Wong, Lidia S. Chao. 427-436 [doi]
• Opportunistic Decoding with Timely Correction for Simultaneous TranslationRenjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Liang Huang 0001. 437-442 [doi]
• A Formal Hierarchy of RNN ArchitecturesWilliam Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav. 443-459 [doi]
• A Three-Parameter Rank-Frequency Relation in Natural LanguagesChenchen Ding, Masao Utiyama, Eiichiro Sumita. 460-464 [doi]
• Dice Loss for Data-imbalanced NLP TasksXiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li. 465-476 [doi]
• Emergence of Syntax Needs Minimal SupervisionRaphaël Bailly, Kata Gábor. 477-487 [doi]
• Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in JapaneseTatsuki Kuribayashi, Takumi Ito, Jun Suzuki, Kentaro Inui. 488-504 [doi]
• GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social MediaYi-Ju Lu, Cheng-Te Li. 505-514 [doi]
• Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy DetectionLei Zhong, Juan Cao, Qiang Sheng, Junbo Guo, Ziang Wang. 515-526 [doi]
• Predicting the Topical Stance and Political Leaning of Media using TweetsPeter Stefanov, Kareem Darwish, Atanas Atanasov, Preslav Nakov. 527-537 [doi]
• Simple, Interpretable and Stable Method for Detecting Words with Usage Change across CorporaHila Gonen, Ganesh Jawahar, Djamé Seddah, Yoav Goldberg. 538-555 [doi]
• CDL: Curriculum Dual Learning for Emotion-Controllable Response GenerationLei Shen, Yang Feng 0004. 556-566 [doi]
• Efficient Dialogue State Tracking by Selectively Overwriting MemorySungdong Kim, Sohee Yang, Gyuwan Kim, Sang-Woo Lee. 567-582 [doi]
• End-to-End Neural Pipeline for Goal-Oriented Dialogue Systems using GPT-2DongHoon Ham, Jeong-Gwan Lee, Youngsoo Jang, Kee-Eung Kim. 583-592 [doi]
• Evaluating Dialogue Generation Systems via Response SelectionShiki Sato, Reina Akama, Hiroki Ouchi, Jun Suzuki, Kentaro Inui. 593-599 [doi]
• Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response DetectionYefei Zha, Ruobing Li, Hui Lin. 600-608 [doi]
• Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System DeploymentYinpei Dai, Hangyu Li, Chengguang Tang, Yongbin Li, Jian Sun, Xiaodan Zhu. 609-618 [doi]
• Learning to Tag OOV Tokens by Integrating Contextual Representation and Background KnowledgeKeqing He, Yuanmeng Yan, Weiran Xu. 619-624 [doi]
• Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward DecompositionRyuichi Takanobu, Runze Liang, Minlie Huang. 625-638 [doi]
• Paraphrase Augmented Task-Oriented Dialog GenerationSilin Gao, Yichi Zhang, Zhijian Ou, Zhou Yu. 639-649 [doi]
• Response-Anticipated Memory for On-Demand Knowledge Integration in Response GenerationZhiliang Tian, Wei Bi, Dongkyu Lee, Lanqing Xue, Yiping Song, Xiaojiang Liu, Nevin L. Zhang. 650-659 [doi]
• Semi-Supervised Dialogue Policy Learning via Stochastic Reward EstimationXinting Huang, Jianzhong Qi 0001, Yu Sun 0021, Rui Zhang 0003. 660-670 [doi]
• Towards Unsupervised Language Understanding and Generation by Joint Dual LearningShang-Yu Su, Chao-Wei Huang, Yun-Nung Chen. 671-680 [doi]
• USR: An Unsupervised and Reference Free Evaluation Metric for Dialog GenerationShikib Mehri, Maxine Eskénazi. 681-707 [doi]
• Explicit Semantic Decomposition for Definition GenerationJiahuan Li, Yu Bao, Shujian Huang, Xinyu Dai, Jiajun Chen. 708-717 [doi]
• Improved Natural Language Generation via Loss TruncationDaniel Kang, Tatsunori Hashimoto. 718-731 [doi]
• Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention NetworksYanbin Zhao, Lu Chen, Zhi Chen 0006, Ruisheng Cao, Su Zhu, Kai Yu 0004. 732-741 [doi]
• Rigid Formats Controlled Text GenerationPiji Li, Haisong Zhang, Xiaojiang Liu, Shuming Shi. 742-751 [doi]
• Syn-QG: Syntactic and Shallow Semantic Rules for Question GenerationKaustubh D. Dhole, Christopher D. Manning. 752-765 [doi]
• An Online Semantic-enhanced Dirichlet Model for Short Text Stream ClusteringJay Kumar, Junming Shao, Salah Uddin, Wazir Ali. 766-776 [doi]
• Generative Semantic Hashing Enhanced via Boltzmann MachinesLin Zheng, Qinliang Su, Dinghan Shen, Changyou Chen. 777-788 [doi]
• Interactive Construction of User-Centric Dictionary for Text AnalyticsRyosuke Kohita, Issei Yoshida, Hiroshi Kanayama, Tetsuya Nasukawa. 789-799 [doi]
• Tree-Structured Neural Topic ModelMasaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata. 800-806 [doi]
• Unsupervised FAQ Retrieval with Question Generation and BERTYosi Mass, Boaz Carmeli, Haggai Roitman, David Konopnicki. 807-812 [doi]
• "The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun RecognitionYichao Zhou, Jyun-Yu Jiang, Jieyu Zhao, Kai-Wei Chang, Wei Wang 0010. 813-822 [doi]
• Fast and Accurate Deep Bidirectional Language Representations for Unsupervised LearningJoongbo Shin, Yoonhyung Lee, Seunghyun Yoon 0002, Kyomin Jung. 823-835 [doi]
• Fine-grained Interest Matching for Neural News RecommendationHeyuan Wang, Fangzhao Wu, Zheng Liu, Xing Xie 0001. 836-845 [doi]
• Interpretable Operational Risk Classification with Semi-Supervised Variational AutoencoderFan Zhou, Shengming Zhang, Yi Yang. 846-852 [doi]
• Interpreting Twitter User GeolocationTing Zhong, Tianliang Wang, Fan Zhou 0002, Goce Trajcevski, Kunpeng Zhang, Yi Yang. 853-859 [doi]
• Modeling Code-Switch Languages Using Bilingual Parallel CorpusGrandee Lee, Haizhou Li 0001. 860-870 [doi]
• SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling CheckXingyi Cheng, Weidi Xu, Kunlong Chen, Shaohua Jiang, Feng Wang, Taifeng Wang, Wei Chu, Yuan Qi. 871-881 [doi]
• Spelling Error Correction with Soft-Masked BERTShaohua Zhang, Haoran Huang, Jicong Liu, Hang Li. 882-890 [doi]
• A Frame-based Sentence Representation for Machine Reading ComprehensionShaoru Guo, Ru Li, Hongye Tan, Xiaoli Li, Yong Guan, Hongyan Zhao, Yueping Zhang. 891-896 [doi]
• A Methodology for Creating Question Answering Corpora Using Inverse Data AnnotationJan Deriu, Katsiaryna Mlynchyk, Philippe Schläpfer, Álvaro Rodrigo, Dirk Von Gruenigen, Nicolas Kaiser, Kurt Stockinger, Eneko Agirre, Mark Cieliebak. 897-911 [doi]
• Contextualized Sparse Representations for Real-Time Open-Domain Question AnsweringJinhyuk Lee, Min Joon Seo, Hannaneh Hajishirzi, Jaewoo Kang. 912-919 [doi]
• Dynamic Sampling Strategies for Multi-Task Reading ComprehensionAnanth Gottumukkala, Dheeru Dua, Sameer Singh 0001, Matt Gardner 0001. 920-924 [doi]
• Enhancing Answer Boundary Detection for Multilingual Machine Reading ComprehensionFei Yuan, Linjun Shou, Xuanyu Bai, Ming Gong, Yaobo Liang, Nan Duan, Yan Fu, Daxin Jiang. 925-934 [doi]
• Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine ReadingYifan Gao 0001, Chien-Sheng Wu, Shafiq Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi. 935-945 [doi]
• Injecting Numerical Reasoning Skills into Language ModelsMor Geva, Ankit Gupta, Jonathan Berant. 946-958 [doi]
• Learning to Identify Follow-Up Questions in Conversational Question AnsweringSouvik Kundu, Qian Lin, Hwee Tou Ng. 959-968 [doi]
• Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge BasesYunshi Lan, Jing Jiang 0001. 969-974 [doi]
• A Diverse Corpus for Evaluating and Developing English Math Word Problem SolversShen-Yun Miao, Chao-Chun Liang, Keh-Yih Su. 975-984 [doi]
• Improving Image Captioning Evaluation by Considering Inter References VarianceYanzhi Yi, Hangyu Deng, Jinglu Hu. 985-994 [doi]
• Revisiting the Context Window for Cross-lingual Word EmbeddingsRyokan Ri, Yoshimasa Tsuruoka. 995-1005 [doi]
• Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encodersTerra Blevins, Luke Zettlemoyer. 1006-1017 [doi]
• Code-Switching Patterns Can Be an Effective Route to Improve Performance of Downstream NLP Applications: A Case Study of Humour, Sarcasm and Hate Speech DetectionSrijan Bansal, Vishal Garimella, Ayush Suhane, Jasabanta Patro, Animesh Mukherjee 0001. 1018-1023 [doi]
• DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim VerificationLianwei Wu, Yuan Rao, Yongqiang Zhao, Hao Liang, Ambreen Nazir. 1024-1035 [doi]
• Towards Conversational Recommendation over Multi-Type DialogsZeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu 0003, Wanxiang Che, Ting Liu 0001. 1036-1049 [doi]
• Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent ClassificationGuangfeng Yan, Lu Fan, Qimai Li, Han Liu 0008, Xiaotong Zhang 0003, Xiao-Ming Wu, Albert Y. S. Lam. 1050-1060 [doi]
• Expertise Style Transfer: A New Task Towards Better Communication between Experts and LaymenYixin Cao 0002, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu 0001, Tat-Seng Chua. 1061-1071 [doi]
• Towards Faithful Neural Table-to-Text Generation with Content-Matching ConstraintsZhenyi Wang, Xiaoyang Wang, Bang An, Dong Yu, Changyou Chen. 1072-1086 [doi]
• Dynamic Memory Induction Networks for Few-Shot Text ClassificationRuiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu. 1087-1094 [doi]
• Exclusive Hierarchical Decoding for Deep Keyphrase GenerationWang Chen, Hou Pong Chan, Piji Li, Irwin King. 1095-1105 [doi]
• Hierarchy-Aware Global Model for Hierarchical Text ClassificationJie Zhou, Chunping Ma, Dingkun Long, Guangwei Xu, Ning Ding, Haoyu Zhang, Pengjun Xie, Gongshen Liu. 1106-1117 [doi]
• Keyphrase Generation for Scientific Document RetrievalFlorian Boudin, Ygor Gallina, Akiko Aizawa. 1118-1126 [doi]
• A Graph Auto-encoder Model of Derivational MorphologyValentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert. 1127-1138 [doi]
• Building a User-Generated Content North-African Arabizi Treebank: Tackling HellDjamé Seddah, Farah Essaidi, Amal Fethi, Matthieu Futeral, Benjamin Müller, Pedro Javier Ortiz Suárez, Benoît Sagot, Abhishek Srivastava. 1139-1150 [doi]
• Crawling and Preprocessing Mailing Lists At Scale for Dialog AnalysisJanek Bevendorff, Khalid Al Khatib, Martin Potthast, Benno Stein 0001. 1151-1158 [doi]
• Fine-Grained Analysis of Cross-Linguistic Syntactic DivergencesDmitry Nikolaev, Ofir Arviv, Taelin Karidi, Neta Kenneth, Veronika Mitnik, Lilja Maria Saeboe, Omri Abend. 1159-1176 [doi]
• Generating Counter Narratives against Online Hate Speech: Data and StrategiesSerra Sinem Tekiroglu, Yi-Ling Chung, Marco Guerini. 1177-1190 [doi]
• KLEJ: Comprehensive Benchmark for Polish Language UnderstandingPiotr Rybak, Robert Mroczkowski, Janusz Tracz, Ireneusz Gawlik. 1191-1201 [doi]
• Learning and Evaluating Emotion Lexicons for 91 LanguagesSven Buechel, Susanna Rücker, Udo Hahn. 1202-1217 [doi]
• Multi-Hypothesis Machine Translation EvaluationMarina Fomicheva, Lucia Specia, Francisco Guzmán. 1218-1232 [doi]
• Multimodal Quality Estimation for Machine TranslationShu Okabe, Frédéric Blain, Lucia Specia. 1233-1240 [doi]
• PuzzLing Machines: A Challenge on Learning From Small DataGözde Gül Sahin, Yova Kementchedjhieva, Phillip Rust, Iryna Gurevych. 1241-1254 [doi]
• The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science DomainAnnemarie Friedrich, Heike Adel, Federico Tomazic, Johannes Hingerl, Renou Benteau, Anika Marusczyk, Lukas Lange. 1255-1268 [doi]
• The TechQA DatasetVittorio Castelli, Rishav Chakravarti, Saswati Dana, Anthony Ferritto, Radu Florian, Martin Franz, Dinesh Garg, Dinesh Khandelwal, J. Scott McCarley, Mike McCawley, Mohamed Nasr, Lin Pan, Cezar Pendus, John F. Pitrelli, Saurabh Pujar, Salim Roukos, Andrzej Sakrajda, Avirup Sil, Rosario Uceda-Sosa, Todd Ward, Rong Zhang. 1269-1278 [doi]
• iSarcasm: A Dataset of Intended SarcasmSilviu Oprea, Walid Magdy. 1279-1289 [doi]
• AMR Parsing via Graph-Sequence Iterative InferenceDeng Cai, Wai Lam. 1290-1301 [doi]
• A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events PortalDemian Gholipour Ghalandari, Chris Hokamp, Nghia The Pham, John Glover, Georgiana Ifrim. 1302-1308 [doi]
• Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual SummarizationJunnan Zhu, Yu Zhou 0001, Jiajun Zhang, Chengqing Zong. 1309-1321 [doi]
• Examining the State-of-the-Art in News Timeline SummarizationDemian Gholipour Ghalandari, Georgiana Ifrim. 1322-1334 [doi]
• Improving Truthfulness of Headline GenerationKazuki Matsumaru, Sho Takase, Naoaki Okazaki. 1335-1346 [doi]
• SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document SummarizationYang Gao, Wei Zhao, Steffen Eger. 1347-1354 [doi]
• Self-Attention Guided Copy Mechanism for Abstractive SummarizationSong Xu, Haoran Li, Peng Yuan, Youzheng Wu, Xiaodong He, Bowen Zhou. 1355-1362 [doi]
• Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog EvaluationWeixin Liang, James Zou, Zhou Yu. 1363-1374 [doi]
• Conversational Word Embedding for Retrieval-Based Dialog SystemWentao Ma, Yiming Cui, Ting Liu 0001, Dong Wang, Shijin Wang, Guoping Hu. 1375-1380 [doi]
• Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection NetworkYutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu 0001. 1381-1393 [doi]
• Learning Dialog Policies from Weak DemonstrationsGabriel Gordon-Hall, Philip John Gorinski, Shay B. Cohen. 1394-1405 [doi]
• MuTual: A Dataset for Multi-Turn Dialogue ReasoningLeyang Cui, Yu Wu, Shujie Liu 0001, Yue Zhang, Ming Zhou 0001. 1406-1416 [doi]
• You Impress Me: Dialogue Generation via Mutual Persona PerceptionQian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang. 1417-1427 [doi]
• Bridging Anaphora Resolution as Question AnsweringYufang Hou. 1428-1438 [doi]
• Dialogue Coherence Assessment Without Explicit Dialogue Act LabelsMohsen Mesgar, Sebastian Bücker, Iryna Gurevych. 1439-1450 [doi]
• Fast and Accurate Non-Projective Dependency Tree LinearizationXiang Yu, Simon Tannert, Ngoc Thang Vu, Jonas Kuhn. 1451-1462 [doi]
• Semantic Graphs for Generating Deep QuestionsLiangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan. 1463-1475 [doi]
• A Novel Cascade Binary Tagging Framework for Relational Triple ExtractionZhepei Wei, Jianlin Su, Yue Wang, Yuan Tian, Yi Chang. 1476-1488 [doi]
• In Layman's Terms: Semi-Open Relation Extraction from Scientific TextsRuben Kruiper, Julian F. V. Vincent, Jessica Chen-Burger, Marc P. Y. Desmulliez, Ioannis Konstas. 1489-1500 [doi]
• NAT: Noise-Aware Training for Robust Neural Sequence LabelingMarcin Namysl, Sven Behnke, Joachim Köhler. 1501-1517 [doi]
• Named Entity Recognition without Labelled Data: A Weak Supervision ApproachPierre Lison, Jeremy Barnes, Aliaksandr Hubin, Samia Touileb. 1518-1533 [doi]
• Probing Linguistic Features of Sentence-Level Representations in Relation ExtractionChristoph Alt, Aleksandra Gabryszak, Leonhard Hennig. 1534-1545 [doi]
• Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionGuoshun Nan, Zhijiang Guo, Ivan Sekulic, Wei Lu 0011. 1546-1557 [doi]
• TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction TaskChristoph Alt, Aleksandra Gabryszak, Leonhard Hennig. 1558-1569 [doi]
• Bilingual Dictionary Based Neural Machine Translation without Using Parallel SentencesXiangyu Duan, Baijun Ji, Hao Jia, Min Tan, Min Zhang 0005, Boxing Chen, Weihua Luo, Yue Zhang 0004. 1570-1579 [doi]
• Boosting Neural Machine Translation with Similar TranslationsJitao Xu, Josep Maria Crego, Jean Senellart. 1580-1590 [doi]
• Character-Level Translation with Self-attentionYingqiang Gao, Nikola I. Nikolov, Yuhuang Hu, Richard H. R. Hahnloser. 1591-1604 [doi]
• End-to-End Neural Word Alignment Outperforms GIZA++Thomas Zenkel, Joern Wuebker, John DeNero. 1605-1617 [doi]
• Enhancing Machine Translation with Dependency-Aware Self-AttentionEmanuele Bugliarello, Naoaki Okazaki. 1618-1627 [doi]
• Improving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationBiao Zhang, Philip Williams, Ivan Titov, Rico Sennrich. 1628-1639 [doi]
• It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual InformationEmanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos, Ryan Cotterell, Naoaki Okazaki. 1640-1649 [doi]
• Language-aware Interlingua for Multilingual Neural Machine TranslationChangfeng Zhu, Heng Yu, Shanbo Cheng, Weihua Luo. 1650-1655 [doi]
• On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation EvaluationWei Zhao, Goran Glavas, Maxime Peyrard, Yang Gao, Robert West 0001, Steffen Eger. 1656-1671 [doi]
• Parallel Sentence Mining by Constrained DecodingPinzhen Chen, Nikolay Bogoychev, Kenneth Heafield, Faheem Kirefu. 1672-1678 [doi]
• Self-Attention with Cross-Lingual Position RepresentationLiang Ding, Longyue Wang, Dacheng Tao. 1679-1685 [doi]
• "You Sound Just Like Your Father" Commercial Machine Translation Systems Include Stylistic BiasesDirk Hovy, Federico Bianchi, Tommaso Fornaciari. 1686-1690 [doi]
• MMPE: A Multi-Modal Interface for Post-Editing Machine TranslationNico Herbig, Tim Düwel, Santanu Pal, Kalliopi Meladaki, Mahsa Monshizadeh, Antonio Krüger, Josef van Genabith. 1691-1702 [doi]
• A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource LanguagesPedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot. 1703-1714 [doi]
• Will-They-Won't-They: A Very Large Dataset for Stance Detection on TwitterCostanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier. 1715-1724 [doi]
• A Systematic Assessment of Syntactic Generalization in Neural Language ModelsJennifer Hu, Jon Gauthier, Peng Qian, Ethan Wilcox, Roger Levy. 1725-1744 [doi]
• Inflecting When There's No Majority: Limitations of Encoder-Decoder Neural Networks as Cognitive Models for German PluralsKate McCurdy, Sharon Goldwater, Adam Lopez. 1745-1756 [doi]
• Overestimation of Syntactic Representation in Neural Language ModelsJordan Kodner, Nitish Gupta. 1757-1762 [doi]
• Suspense in Short Stories is Predicted By Uncertainty Reduction over Neural Story RepresentationDavid Wilmot, Frank Keller. 1763-1788 [doi]
• You Don't Have Time to Read This: An Exploration of Document Reading Time PredictionOrion Weller, Jordan Hildebrandt, Ilya Reznik, Christopher Challis, E. Shannon Tass, Quinn Snell, Kevin D. Seppi. 1789-1794 [doi]
• A Generative Model for Joint Natural Language Understanding and GenerationBo-Hsiang Tseng, Jianpeng Cheng 0001, Yimai Fang, David Vandyke. 1795-1807 [doi]
• Automatic Detection of Generated Text is Easiest when Humans are FooledDaphne Ippolito, Daniel Duckworth, Chris Callison-Burch, Douglas Eck. 1808-1822 [doi]
• Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain MixingHaoming Jiang, Chen Liang, Chong Wang, Tuo Zhao. 1823-1834 [doi]
• Conversational Graph Grounded Policy Learning for Open-Domain Conversation GenerationJun Xu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu 0001. 1835-1845 [doi]
• GPT-too: A Language-Model-First Approach for AMR-to-Text GenerationManuel Mager, Ramón Fernández Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos. 1846-1852 [doi]
• Learning to Update Natural Language Comments Based on Code ChangesSheena Panthaplackel, Pengyu Nie, Milos Gligoric, Junyi Jessy Li, Raymond J. Mooney. 1853-1868 [doi]
• Politeness Transfer: A Tag and Generate ApproachAman Madaan, Amrith Setlur, Tanmay Parekh, Barnabás Póczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W. Black, Shrimai Prabhumoye. 1869-1881 [doi]
• BPE-Dropout: Simple and Effective Subword RegularizationIvan Provilkov, Dmitrii Emelianenko, Elena Voita. 1882-1892 [doi]
• Improving Non-autoregressive Neural Machine Translation with Monolingual DataJiawei Zhou, Phillip Keung. 1893-1898 [doi]
• Attend to Medical Ontologies: Content Selection for Clinical Abstractive SummarizationSajad Sotudeh Gharebagh, Nazli Goharian, Ross W. Filice. 1899-1905 [doi]
• On Faithfulness and Factuality in Abstractive SummarizationJoshua Maynez, Shashi Narayan, Bernd Bohnet, Ryan T. McDonald. 1906-1919 [doi]
• Screenplay Summarization Using Latent Narrative StructurePinelopi Papalampidi, Frank Keller, Lea Frermann, Mirella Lapata. 1920-1933 [doi]
• Unsupervised Opinion Summarization with Noising and DenoisingReinald Kim Amplayo, Mirella Lapata. 1934-1945 [doi]
• A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's TypeTrevor Cohen, Serguei Pakhomov. 1946-1957 [doi]
• Probing Linguistic SystematicityEmily Goodwin, Koustuv Sinha, Timothy J. O'Donnell. 1958-1969 [doi]
• Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language ModelsMaarten Sap, Eric Horvitz, Yejin Choi, Noah A. Smith, James W. Pennebaker. 1970-1978 [doi]
• Recurrent Neural Network Language Models Always Learn English-Like Relative Clause AttachmentForrest Davis, Marten Van Schijndel. 1979-1990 [doi]
• Speakers enhance contextually confusable wordsEric Meinhardt, Eric Bakovic, Leon Bergen. 1991-2002 [doi]
• What determines the order of adjectives in English? Comparing efficiency-based theories using dependency treebanksRichard Futrell, William Dyer, Gregory Scontras. 2003-2012 [doi]
• "None of the Above": Measure Uncertainty in Dialog Response RetrievalYulan Feng, Shikib Mehri, Maxine Eskénazi, Tiancheng Zhao. 2013-2020 [doi]
• Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend SkillsEric Michael Smith, Mary Williamson, Kurt Shuster, Jason Weston, Y-Lan Boureau. 2021-2030 [doi]
• Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge GraphsHouyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu 0001. 2031-2043 [doi]
• Negative Training for Neural Dialogue Response GenerationTianxing He, James R. Glass. 2044-2058 [doi]
• Recursive Template-based Frame Generation for Task Oriented DialogRashmi Gangadharaiah, Balakrishnan Narayanaswamy. 2059-2064 [doi]
• Speak to your Parser: Interactive Text-to-SQL with Natural Language FeedbackAhmed Elgohary, Saghar Hosseini, Ahmed Hassan Awadallah. 2065-2077 [doi]
• Calibrating Structured Output Predictors for Natural Language ProcessingAbhyuday Jagannatha, Hong Yu 0001. 2078-2092 [doi]
• Active Imitation Learning with Noisy GuidanceKianté Brantley, Hal Daumé III, Amr Sharaf. 2093-2105 [doi]
• ExpBERT: Representation Engineering with Natural Language ExplanationsShikhar Murty, Pang Wei Koh, Percy Liang. 2106-2113 [doi]
• GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled ExamplesDanilo Croce, Giuseppe Castellucci, Roberto Basili 0001. 2114-2119 [doi]
• Generalizing Natural Language Analysis through Span-relation RepresentationsZhengbao Jiang, Wei Xu, Jun Araki, Graham Neubig. 2120-2133 [doi]
• Learning to Contextually Aggregate Multi-Source Supervision for Sequence LabelingOuyu Lan, Xiao Huang, Bill Yuchen Lin, He Jiang, Liyuan Liu, Xiang Ren. 2134-2146 [doi]
• MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text ClassificationJiaao Chen, Zichao Yang, Diyi Yang. 2147-2157 [doi]
• MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited DevicesZhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang, Denny Zhou. 2158-2170 [doi]
• On Importance Sampling-Based Evaluation of Latent Language ModelsRobert L. Logan IV, Matt Gardner 0001, Sameer Singh 0001. 2171-2176 [doi]
• SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized OptimizationHaoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Tuo Zhao. 2177-2190 [doi]
• Stolen Probability: A Structural Weakness of Neural Language ModelsDavid Demeter, Gregory Kimmel, Doug Downey. 2191-2197 [doi]
• Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge TransferChao Shang, Sarthak Dash, Md. Faisal Mahbub Chowdhury, Nandana Mihindukulasooriya, Alfio Gliozzo. 2198-2208 [doi]
• To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich TasksSinong Wang, Madian Khabsa, Hao Ma. 2209-2213 [doi]
• Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to DictionariesMozhi Zhang, Yoshinari Fujinuma, Michael J. Paul, Jordan L. Boyd-Graber. 2214-2220 [doi]
• XtremeDistil: Multi-stage Distillation for Massive Multilingual ModelsSubhabrata Mukherjee, Ahmed Hassan Awadallah. 2221-2234 [doi]
• A Girl Has A Name: Detecting Authorship ObfuscationAsad Mahmood, Zubair Shafiq, Padmini Srinivasan. 2235-2245 [doi]
• DeeBERT: Dynamic Early Exiting for Accelerating BERT InferenceJi Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin. 2246-2251 [doi]
• Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary TasksKervy Rivas Rojas, Gina Bustamante, Arturo Oncevay, Marco Antonio Sobrevilla Cabezudo. 2252-2257 [doi]
• Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptionsHannah Craighead, Andrew Caines, Paula Buttery, Helen Yannakoudakis. 2258-2269 [doi]
• SPECTER: Document-level Representation Learning using Citation-informed TransformersArman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, Daniel S. Weld. 2270-2282 [doi]
• Semantic Scaffolds for Pseudocode-to-Code GenerationRuiqi Zhong, Mitchell Stern, Dan Klein. 2283-2295 [doi]
• Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link PredictionSamuel Broscheit, Kiril Gashteovski, Yanjie Wang, Rainer Gemulla. 2296-2308 [doi]
• INFOTABS: Inference on Tables as Semi-structured DataVivek Gupta 0001, Maitrey Mehta, Pegah Nokhiz, Vivek Srikumar. 2309-2324 [doi]
• Interactive Machine Comprehension with Information Seeking AgentsXingdi Yuan, Jie Fu, Marc-Alexandre Côté, Yi Tay, Chris Pal, Adam Trischler. 2325-2338 [doi]
• Syntactic Data Augmentation Increases Robustness to Inference HeuristicsJunghyun Min, R. Thomas McCoy, Dipanjan Das 0001, Emily Pitler, Tal Linzen. 2339-2352 [doi]
• Improved Speech Representations with Multi-Target Autoregressive Predictive CodingYu-An Chung, James R. Glass. 2353-2358 [doi]
• Integrating Multimodal Information in Large Pretrained TransformersWasifur Rahman, Md. Kamrul Hasan, Sangwu Lee, AmirAli Bagher Zadeh, Chengfeng Mao, Louis-Philippe Morency, Mohammed E. Hoque. 2359-2369 [doi]
• MultiQT: Multimodal learning for real-time question tracking in speechJakob D. Havtorn, Jan Latko, Joakim Edin, Lars Maaløe, Lasse Borgholt, Lorenzo Belgrano, Nicolai Jacobsen, Regitze Sdun, Zeljko Agic. 2370-2380 [doi]
• Multimodal and Multiresolution Speech Recognition with TransformersGeorgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare, Shiva Sundaram. 2381-2387 [doi]
• Phone Features Improve Speech TranslationElizabeth Salesky, Alan W. Black. 2388-2397 [doi]
• Grounding Conversations with Improvised DialoguesHyundong Cho, Jonathan May. 2398-2413 [doi]
• Image-Chat: Engaging Grounded ConversationsKurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston. 2414-2429 [doi]
• Learning an Unreferenced Metric for Online Dialogue EvaluationKoustuv Sinha, Prasanna Parthasarathi, Jasmine Wang, Ryan Lowe, William L. Hamilton, Joelle Pineau. 2430-2441 [doi]
• Neural Generation of Dialogue Response TimingsMatthew Roddy, Naomi Harte. 2442-2452 [doi]
• The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational AgentsKurt Shuster, Da Ju, Stephen Roller, Emily Dinan, Y-Lan Boureau, Jason Weston. 2453-2470 [doi]
• Automatic Poetry Generation from Prosaic TextTim Van de Cruys. 2471-2480 [doi]
• Bridging the Structural Gap Between Encoding and Decoding for Data-To-Text GenerationChao Zhao, Marilyn A. Walker, Snigdha Chaturvedi. 2481-2491 [doi]
• Enabling Language Models to Fill in the BlanksChris Donahue, Mina Lee 0002, Percy Liang. 2492-2501 [doi]
• INSET: Sentence Infilling with INter-SEntential TransformerYichen Huang, Yizhe Zhang, Oussama Elachqar, Yu Cheng. 2502-2515 [doi]
• Improving Adversarial Text Generation by Modeling the Distant FutureRuiyi Zhang, Changyou Chen, Zhe Gan, Wenlin Wang, Dinghan Shen, Guoyin Wang 0002, Zheng Wen, Lawrence Carin. 2516-2531 [doi]
• Simple and Effective Retrieve-Edit-Rerank Text GenerationNabil Hossain, Marjan Ghazvininejad, Luke Zettlemoyer. 2532-2538 [doi]
• BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby StepsWang Zhu, Hexiang Hu, Jiacheng Chen, Zhiwei Deng, Vihan Jain, Eugene Ie, Fei Sha. 2539-2556 [doi]
• Cross-media Structured Common Space for Multimedia Event ExtractionManling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang. 2557-2568 [doi]
• Learning to Segment Actions from Observation and NarrationDaniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark, Aida Nematzadeh. 2569-2588 [doi]
• Learning to execute instructions in a Minecraft dialoguePrashant Jayannavar, Anjali Narayan-Chen, Julia Hockenmaier. 2589-2602 [doi]
• MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph CaptioningJie Lei, Liwei Wang, Yelong Shen, Dong Yu, Tamara L. Berg, Mohit Bansal. 2603-2614 [doi]
• What is Learned in Visually Grounded Neural Syntax AcquisitionNoriyuki Kojima, Hadar Averbuch-Elor, Alexander M. Rush, Yoav Artzi. 2615-2635 [doi]
• A Batch Normalized Inference Network Keeps the KL Vanishing AwayQile Zhu, Wei Bi, Xiaojiang Liu, Xiyao Ma, Xiaolin Li, Dapeng Wu 0001. 2636-2649 [doi]
• Contextual Embeddings: When Are They Worth It?Simran Arora, Avner May, Jian Zhang, Christopher Ré. 2650-2663 [doi]
• Interactive Classification by Asking Informative QuestionsLili Yu, Howard Chen, Sida I. Wang, Tao Lei 0001, Yoav Artzi. 2664-2680 [doi]
• Knowledge Graph Embedding CompressionMrinmaya Sachan. 2681-2691 [doi]
• Low Resource Sequence Tagging using Sentence ReconstructionTal Perl, Sriram Chaudhury, Raja Giryes. 2692-2698 [doi]
• Masked Language Model ScoringJulian Salazar, Davis Liang, Toan Q. Nguyen, Katrin Kirchhoff. 2699-2712 [doi]
• Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph EmbeddingYun Tang, Jing Huang 0019, Guangtao Wang, Xiaodong He, Bowen Zhou. 2713-2722 [doi]
• Posterior Calibrated Training on Sentence Classification TasksTaehee Jung, Dongyeop Kang, Hua Cheng, Lucas Mentch, Thomas Schaaf. 2723-2730 [doi]
• Posterior Control of Blackbox GenerationXiang Lisa Li, Alexander M. Rush. 2731-2743 [doi]
• Pretrained Transformers Improve Out-of-Distribution RobustnessDan Hendrycks, Xiaoyuan Liu, Eric Wallace, Adam Dziedzic, Rishabh Krishnan, Dawn Song. 2744-2751 [doi]
• Robust Encodings: A Framework for Combating Adversarial TyposErik Jones, Robin Jia, Aditi Raghunathan, Percy Liang. 2752-2765 [doi]
• Showing Your Work Doesn't Always WorkRaphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin. 2766-2772 [doi]
• Span Selection Pre-training for Question AnsweringMichael R. Glass, Alfio Gliozzo, Rishav Chakravarti, Anthony Ferritto, Lin Pan, G. P. Shrivatsa Bhargav, Dinesh Garg, Avirup Sil. 2773-2782 [doi]
• Topological Sort for Sentence OrderingShrimai Prabhumoye, Ruslan Salakhutdinov, Alan W. Black. 2783-2792 [doi]
• Weight Poisoning Attacks on Pretrained ModelsKeita Kurita, Paul Michel, Graham Neubig. 2793-2806 [doi]
• schuBERT: Optimizing Elements of BERTAshish Khetan, Zohar S. Karnin. 2807-2818 [doi]
• ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine TranslationLifu Tu, Richard Yuanzhe Pang, Sam Wiseman, Kevin Gimpel. 2819-2826 [doi]
• Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine TranslationAditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Xu Chen, Sneha Reddy Kudugunta, Naveen Arivazhagan, Yonghui Wu. 2827-2835 [doi]
• On The Evaluation of Machine Translation SystemsTrained With Back-TranslationSergey Edunov, Myle Ott, Marc'Aurelio Ranzato, Michael Auli. 2836-2846 [doi]
• Simultaneous Translation Policies: From Fixed to AdaptiveBaigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu, Liang Huang 0001. 2847-2853 [doi]
• Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph InformationMichele Bevilacqua, Roberto Navigli. 2854-2864 [doi]
• Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embedding from GlyphsHong-You Chen, Sz-Han Yu, Shou-de Lin. 2865-2871 [doi]
• Multidirectional Associative Optimization of Function-Specific Word RepresentationsDaniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen. 2872-2882 [doi]
• Predicting Degrees of Technicality in Automatic Terminology ExtractionAnna Hätty, Dominik Schlechtweg, Michael Dorna, Sabine Schulte im Walde. 2883-2889 [doi]
• Verbal Multiword Expressions for Identification of MetaphorOmid Rohanian, Marek Rei, Shiva Taslimipoor, Le An Ha. 2890-2895 [doi]
• Gender Bias in Multilingual Embeddings and Cross-Lingual TransferJieyu Zhao, Subhabrata Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Hassan Awadallah. 2896-2907 [doi]
• Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis?Kobi Leins, Jey Han Lau, Timothy Baldwin. 2908-2913 [doi]
• Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein BoundsKawin Ethayarajh. 2914-2919 [doi]
• It's Morphin' Time! Combating Linguistic Discrimination with Inflectional PerturbationsSamson Tan, Shafiq Joty, Min-Yen Kan, Richard Socher. 2920-2935 [doi]
• Mitigating Gender Bias Amplification in Distribution by Posterior RegularizationShengyu Jia, Tao Meng, Jieyu Zhao, Kai-Wei Chang. 2936-2942 [doi]
• Towards Understanding Gender Bias in Relation ExtractionAndrew Gaut, Tony Sun, Shirlyn Tang, Yuxin Huang, Jing Qian, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth M. Belding, Kai-Wei Chang, William Yang Wang. 2943-2953 [doi]
• A Probabilistic Generative Model for Typographical Analysis of Early Modern PrintingKartik Goyal, Chris Dyer, Christopher Warren, Max G'Sell, Taylor Berg-Kirkpatrick. 2954-2960 [doi]
• Attentive Pooling with Learnable Norms for Text RepresentationChuhan Wu, Fangzhao Wu, Tao Qi, Xiaohui Cui, Yongfeng Huang. 2961-2970 [doi]
• Estimating the influence of auxiliary tasks for multi-task learning of sequence tagging tasksFynn Schröder, Chris Biemann. 2971-2985 [doi]
• How Does Selective Mechanism Improve Self-Attention Networks?Xinwei Geng, Longyue Wang, Xing Wang 0007, Bing Qin 0001, Ting Liu 0001, Zhaopeng Tu. 2986-2995 [doi]
• Improving Transformer Models by Reordering their SublayersOfir Press, Noah A. Smith, Omer Levy. 2996-3005 [doi]
• Single Model Ensemble using Pseudo-Tags and Distinct VectorsRyosuke Kuwabara, Jun Suzuki, Hideki Nakayama. 3006-3013 [doi]
• Zero-shot Text Classification via Reinforced Self-trainingZhiquan Ye, Yuxia Geng, Jiaoyan Chen, Jingmin Chen, Xiaoxiao Xu, Suhang Zheng, Feng Wang, Jun Zhang, Huajun Chen. 3014-3024 [doi]
• A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine TranslationYongjing Yin, Fandong Meng, Jinsong Su, Chulun Zhou, Zhengyuan Yang, Jie Zhou, Jiebo Luo. 3025-3035 [doi]
• A Relaxed Matching Procedure for Unsupervised BLIXu Zhao, Zihao Wang, Yong Zhang, Hao Wu. 3036-3041 [doi]
• Dynamic Programming Encoding for Subword Segmentation in Neural Machine TranslationXuanli He, Gholamreza Haffari, Mohammad Norouzi 0002. 3042-3051 [doi]
• Geometry-aware domain adaptation for unsupervised alignment of word embeddingsPratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra. 3052-3058 [doi]
• Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine TranslationQiu Ran, Yankai Lin, Peng Li 0030, Jie Zhou 0016. 3059-3069 [doi]
• On the Inference Calibration of Neural Machine TranslationShuo Wang, Zhaopeng Tu, Shuming Shi, Yang Liu 0005. 3070-3079 [doi]
• Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active LearningZhuoren Jiang, Zhe Gao, Yu Duan, Yangyang Kang, Changlong Sun, Qiong Zhang, Xiaozhong Liu. 3080-3085 [doi]
• Distinguish Confusing Law Articles for Legal Judgment PredictionNuo Xu, Pinghui Wang, Long Chen, Li Pan, Xiaoyan Wang, Junzhou Zhao. 3086-3095 [doi]
• Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting GenerationLiting Liu, Jie Liu, Wenzheng Zhang, Ziming Chi, Wenxuan Shi, Yalou Huang. 3096-3104 [doi]
• HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD CodingPengfei Cao, Yubo Chen 0001, Kang Liu 0001, Jun Zhao 0001, Shengping Liu, Weifeng Chong. 3105-3114 [doi]
• Hyperbolic Capsule Networks for Multi-Label ClassificationBoli Chen, Xin Huang, Lin Xiao, Liping Jing. 3115-3124 [doi]
• Improving Segmentation for Technical Support ProblemsKushal Chauhan, Abhirut Gupta. 3125-3134 [doi]
• MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCsJifan Yu, Gan Luo, Tong Xiao, Qingyang Zhong, Yuquan Wang, Wenzheng Feng, Junyi Luo, Chenyu Wang, Lei Hou 0001, Juanzi Li, Zhiyuan Liu 0001, Jie Tang 0001. 3135-3142 [doi]
• Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNsJun Chen, Xiaoya Dai, Quan Yuan, Chao Lu, Haifeng Huang. 3143-3153 [doi]
• Analyzing the Persuasive Effect of Style in News Editorial ArgumentationRoxanne El Baff, Henning Wachsmuth, Khalid Al Khatib, Benno Stein 0001. 3154-3160 [doi]
• ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and PredictionZixiang Ding, Rui Xia, Jianfei Yu. 3161-3170 [doi]
• Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair ExtractionPenghui Wei, Jiahao Zhao, Wenji Mao. 3171-3181 [doi]
• Embarrassingly Simple Unsupervised Aspect ExtractionStéphan Tulkens, Andreas van Cranenburgh. 3182-3187 [doi]
• Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion KnowledgeBowen Zhang 0005, Min Yang 0007, Xutao Li, Yunming Ye, Xiaofei Xu, Kuai Dai. 3188-3197 [doi]
• KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment AnalysisDeepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria. 3198-3210 [doi]
• Modelling Context and Syntactical Features for Aspect-based Sentiment AnalysisMinh-Hieu Phan, Philip O. Ogunbona. 3211-3220 [doi]
• Parallel Data Augmentation for Formality Style TransferYi Zhang 0050, Tao Ge, Xu Sun 0001. 3221-3228 [doi]
• Relational Graph Attention Network for Aspect-based Sentiment AnalysisKai Wang, Weizhou Shen, Yunyi Yang, Xiaojun Quan, Rui Wang. 3229-3238 [doi]
• SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms ExtractionHe Zhao, Longtao Huang, Rong Zhang, Quan Lu, Hui Xue. 3239-3248 [doi]
• Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional NetworksBo Zhang, Yue Zhang 0004, Rui Wang, Zhenghua Li, Min Zhang 0005. 3249-3258 [doi]
• Towards Better Non-Tree Argument Mining: Proposition-Level Biaffine Parsing with Task-Specific ParameterizationGaku Morio, Hiroaki Ozaki, Terufumi Morishita, Yuta Koreeda, Kohsuke Yanai. 3259-3266 [doi]
• A Span-based Linearization for Constituent TreesYang Wei, Yuanbin Wu, Man Lan. 3267-3277 [doi]
• An Empirical Comparison of Unsupervised Constituency Parsing MethodsJun Li, Yifan Cao, Jiong Cai, Yong Jiang, Kewei Tu. 3278-3283 [doi]
• Efficient Constituency Parsing by PointingThanh Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, Xiaoli Li. 3284-3294 [doi]
• Efficient Second-Order TreeCRF for Neural Dependency ParsingYu Zhang, Zhenghua Li, Min Zhang. 3295-3305 [doi]
• Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMsMichael A. Lepori, Tal Linzen, R. Thomas McCoy. 3306-3316 [doi]
• Structure-Level Knowledge Distillation For Multilingual Sequence LabelingXinyu Wang 0013, Yong Jiang, Nguyen Bach, Tao Wang, Fei Huang, Kewei Tu. 3317-3330 [doi]
• Dynamic Online Conversation RecommendationXingshan Zeng, Jing Li, Lu Wang 0008, Zhiming Mao, Kam-Fai Wong. 3331-3341 [doi]
• Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal TransformerJianfei Yu, Jing Jiang 0001, Li Yang, Rui Xia. 3342-3352 [doi]
• Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio OptimizationXin Du, Kumiko Tanaka-Ishii. 3353-3363 [doi]
• What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media ContextRamy Baly, Georgi Karadzhov, Jisun An, Haewoon Kwak, Yoan Dinkov, Ahmed Ali 0002, James R. Glass, Preslav Nakov. 3364-3374 [doi]
• An Analysis of the Utility of Explicit Negative Examples to Improve the Syntactic Abilities of Neural Language ModelsHiroshi Noji, Hiroya Takamura. 3375-3385 [doi]
• On the Robustness of Language Encoders against Grammatical ErrorsFan Yin, Quanyu Long, Tao Meng, Kai-Wei Chang. 3386-3403 [doi]
• Roles and Utilization of Attention Heads in Transformer-based Neural Language ModelsJae-young Jo, Sung-Hyon Myaeng. 3404-3417 [doi]
• Understanding Attention for Text ClassificationXiaobing Sun, Wei Lu. 3418-3428 [doi]
• A Relational Memory-based Embedding Model for Triple Classification and Search PersonalizationDai Quoc Nguyen, Tuan Nguyen 0004, Dinh Phung. 3429-3435 [doi]
• Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo MethodsNing Miao, Yuxuan Song, Hao Zhou 0012, Lei Li 0018. 3436-3441 [doi]
• Enhancing Pre-trained Chinese Character Representation with Word-aligned AttentionYanzeng Li, Bowen Yu, Mengge Xue, Tingwen Liu. 3442-3448 [doi]
• On the Encoder-Decoder Incompatibility in Variational Text Modeling and BeyondChen Wu, Prince Zizhuang Wang, William Yang Wang. 3449-3464 [doi]
• SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word SubstitutionsMao Ye, ChengYue Gong, Qiang Liu 0001. 3465-3475 [doi]
• A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon InductionShuo Ren, Shujie Liu 0001, Ming Zhou 0001, Shuai Ma 0001. 3476-3485 [doi]
• A Reinforced Generation of Adversarial Examples for Neural Machine TranslationWei Zou, Shujian Huang, Jun Xie, Xinyu Dai, Jiajun Chen. 3486-3497 [doi]
• A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine TranslationShuo Ren, Yu Wu, Shujie Liu 0001, Ming Zhou 0001, Shuai Ma 0001. 3498-3504 [doi]
• A Simple and Effective Unified Encoder for Document-Level Machine TranslationShuming Ma, DongDong Zhang, Ming Zhou 0001. 3505-3511 [doi]
• Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine TranslationBei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li. 3512-3518 [doi]
• Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction ChangeHongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu. 3519-3524 [doi]
• Knowledge Distillation for Multilingual Unsupervised Neural Machine TranslationHaipeng Sun, Rui Wang 0015, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao. 3525-3535 [doi]
• Lexically Constrained Neural Machine Translation with Levenshtein TransformerRaymond Hendy Susanto, Shamil Chollampatt, Liling Tan. 3536-3543 [doi]
• On Exposure Bias, Hallucination and Domain Shift in Neural Machine TranslationChaojun Wang, Rico Sennrich. 3544-3552 [doi]
• Automatic Machine Translation Evaluation using Source Language Inputs and Cross-lingual Language ModelKosuke Takahashi, Katsuhito Sudoh, Satoshi Nakamura 0001. 3553-3558 [doi]
• ChartDialogs: Plotting from Natural Language InstructionsYutong Shao, Ndapa Nakashole. 3559-3574 [doi]
• GLUECoS: An Evaluation Benchmark for Code-Switched NLPSimran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, Sunayana Sitaram, Monojit Choudhury. 3575-3585 [doi]
• MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and SummarizationCanwen Xu, Jiaxin Pei, Hongtao Wu, Yiyu Liu, Chenliang Li. 3586-3596 [doi]
• MIND: A Large-scale Dataset for News RecommendationFangzhao Wu, Ying Qiao, Jiun-Hung Chen, Chuhan Wu, Tao Qi, Jianxun Lian, Danyang Liu, Xing Xie 0001, Jianfeng Gao, Winnie Wu, Ming Zhou 0001. 3597-3606 [doi]
• That is a Known Lie: Detecting Previously Fact-Checked ClaimsShaden Shaar, Nikolay Babulkov, Giovanni Da San Martino, Preslav Nakov. 3607-3618 [doi]
• Towards Holistic and Automatic Evaluation of Open-Domain Dialogue GenerationBo Pang, Erik Nijkamp, Wenjuan Han, Linqi Zhou, Yixian Liu, Kewei Tu. 3619-3629 [doi]
• BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy DetectionChengyu Wang 0001, Xiaofeng He. 3630-3640 [doi]
• Biomedical Entity Representations with Synonym MarginalizationMujeen Sung, Hwisang Jeon, Jinhyuk Lee, Jaewoo Kang. 3641-3650 [doi]
• Hypernymy Detection for Low-Resource Languages via Meta LearningChanglong Yu, Jialong Han, Haisong Zhang, Wilfred Ng. 3651-3656 [doi]
• Investigating Word-Class Distributions in Word Vector SpacesRyohei Sasano, Anna Korhonen. 3657-3666 [doi]
• Aspect Sentiment Classification with Document-level Sentiment Preference ModelingXiao Chen, Changlong Sun, Jingjing Wang, Shoushan Li, Luo Si, Min Zhang 0005, Guodong Zhou. 3667-3677 [doi]
• Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect ExtractionZhenkai Wei, Yu Hong, Bowei Zou, Meng Cheng, Jianmin Yao. 3678-3684 [doi]
• Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment AnalysisZhuang Chen, Tieyun Qian. 3685-3694 [doi]
• SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment SemanticsDa Yin, Tao Meng, Kai-Wei Chang. 3695-3706 [doi]
• Transition-based Directed Graph Construction for Emotion-Cause Pair ExtractionChuang Fan, Chaofa Yuan, Jiachen Du, Lin Gui 0003, Min Yang 0007, Ruifeng Xu. 3707-3717 [doi]
• CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of ModalityWenmeng Yu, Hua Xu, Fanyang Meng, Yilin Zhu, Yixiao Ma, Jiele Wu, Jiyun Zou, Kaicheng Yang. 3718-3727 [doi]
• Curriculum Pre-training for End-to-End Speech TranslationChengyi Wang, Yu Wu, Shujie Liu 0001, Ming Zhou 0001, Zhenglu Yang. 3728-3738 [doi]
• How Accents Confound: Probing for Accent Information in End-to-End Speech Recognition SystemsArchiki Prasad, Preethi Jyothi. 3739-3753 [doi]
• Improving Disfluency Detection by Self-Training a Self-Attentive ModelParia Jamshid Lou, Mark Johnson 0001. 3754-3763 [doi]
• Learning Spoken Language Representations with Neural Lattice Language ModelingChao-Wei Huang, Yun-Nung Chen. 3764-3769 [doi]
• Meta-Transfer Learning for Code-Switched Speech RecognitionGenta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu, Pascale Fung. 3770-3776 [doi]
• Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic AssociationNan Xu, Zhixiong Zeng, Wenji Mao. 3777-3786 [doi]
• SimulSpeech: End-to-End Simultaneous Speech to Text TranslationYi Ren, Jinglin Liu, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu. 3787-3796 [doi]
• Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversationsKaran Singla, Zhuohao Chen, David C. Atkins, Shrikanth Narayanan. 3797-3803 [doi]
• Neural Temporal Opinion Modelling for Opinion Prediction on TwitterLixing Zhu, Yulan He, Deyu Zhou. 3804-3810 [doi]
• It Takes Two to Lie: One to Lie, and One to ListenDenis Peskov, Benny Cheng, Ahmed Elgohary, Joe Barrow, Cristian Danescu-Niculescu-Mizil, Jordan L. Boyd-Graber. 3811-3854 [doi]
• Learning Implicit Text Generation via Feature MatchingInkit Padhi, Pierre L. Dognin, Ke Bai, Cícero Nogueira dos Santos, Vijil Chenthamarakshan, Youssef Mroueh, Payel Das. 3855-3863 [doi]
• Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured DataHamidreza Shahidi, Ming Li, Jimmy Lin. 3864-3870 [doi]
• Bayesian Hierarchical Words Representation LearningOren Barkan, Idan Rejwan, Avi Caciularu, Noam Koenigstein. 3871-3877 [doi]
• Pre-training Is (Almost) All You Need: An Application to Commonsense ReasoningAlexandre Tamborrino, Nicola Pellicanò, Baptiste Pannier, Pascal Voitot, Louise Naudin. 3878-3887 [doi]
• SEEK: Segmented Embedding of Knowledge GraphsWentao Xu, Shun Zheng, Liang He, Bin Shao, Jian Yin 0001, Tie-Yan Liu. 3888-3897 [doi]
• Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine TranslationXabier Soto, Dimitar Shterionov, Alberto Poncelas, Andy Way. 3898-3908 [doi]
• Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer ArchitectureChristopher Brix, Parnia Bahar, Hermann Ney. 3909-3915 [doi]
• A Self-Training Method for Machine Reading Comprehension with Soft Evidence ExtractionYilin Niu, Fangkai Jiao, Mantong Zhou, Ting Yao, Jingfang Xu, Minlie Huang. 3916-3927 [doi]
• Graph-to-Tree Learning for Solving Math Word ProblemsJipeng Zhang, Lei Wang, Roy Ka-Wei Lee, Yi Bin, Yan Wang, Jie Shao, Ee-Peng Lim. 3928-3937 [doi]
• An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental ResultsEnrique Amigó, Julio Gonzalo, Stefano Mizzaro, Jorge Carrillo-de-Albornoz. 3938-3949 [doi]
• Adaptive Compression of Word EmbeddingsYeachan Kim, Kang Min Kim, SangKeun Lee 0001. 3950-3959 [doi]
• Analysing Lexical Semantic Change with Contextualised Word RepresentationsMario Giulianelli, Marco Del Tredici, Raquel Fernández. 3960-3973 [doi]
• Autoencoding Keyword Correlation Graph for Document ClusteringBilly Chiu, Sunil Kumar Sahu, Derek Thomas, Neha Sengupta, Mohammady Mahdy. 3974-3981 [doi]
• Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional SemanticsGuy Emerson. 3982-3995 [doi]
• BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model PerformanceTimo Schick, Hinrich Schütze. 3996-4007 [doi]
• CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple LanguagesTommaso Pasini, Federico Scozzafava, Bianca Scarlini. 4008-4018 [doi]
• Adversarial and Domain-Aware BERT for Cross-Domain Sentiment AnalysisChunning Du, Haifeng Sun, Jingyu Wang, Qi Qi 0001, Jianxin Liao. 4019-4028 [doi]
• From Arguments to Key Points: Towards Automatic Argument SummarizationRoy Bar-Haim, Lilach Eden, Roni Friedman, Yoav Kantor, Dan Lahav, Noam Slonim. 4029-4039 [doi]
• GoEmotions: A Dataset of Fine-Grained EmotionsDorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan S. Cowen, Gaurav Nemade, Sujith Ravi. 4040-4054 [doi]
• He said "who's gonna take care of your children when you are at ACL?": Reported Sexist Acts are Not SexistPatricia Chiril, Véronique Moriceau, Farah Benamara, Alda Mari, Gloria Origgi, Marlène Coulomb-Gully. 4055-4066 [doi]
• SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment AnalysisHao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu 0003, Haifeng Wang, Feng Wu. 4067-4076 [doi]
• Do Neural Language Models Show Preferences for Syntactic Formalisms?Artur Kulmizev, Vinit Ravishankar, Mostafa Abdou, Joakim Nivre. 4077-4091 [doi]
• Enriched In-Order Linearization for Faster Sequence-to-Sequence Constituent ParsingDaniel Fernández-González, Carlos Gómez-Rodríguez. 4092-4099 [doi]
• Exact yet Efficient Graph Parsing, Bi-directional Locality and the Constructivist HypothesisYajie Ye, Weiwei Sun. 4100-4110 [doi]
• Max-Margin Incremental CCG ParsingMilos Stanojevic, Mark Steedman. 4111-4122 [doi]
• Neural Reranking for Dependency Parsing: An EvaluationBich Ngoc Do, Ines Rehbein. 4123-4133 [doi]
• Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance WeightingGuanhua Zhang, Bing Bai, Junqi Zhang, Kun Bai, Conghui Zhu, Tiejun Zhao. 4134-4145 [doi]
• Analyzing analytical methods: The case of phonology in neural models of spoken languageGrzegorz Chrupala, Bertrand Higy, Afra Alishahi. 4146-4156 [doi]
• Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language ExplanationsOana-Maria Camburu, Brendan Shillingford, Pasquale Minervini, Thomas Lukasiewicz, Phil Blunsom. 4157-4165 [doi]
• Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERTZhiyong Wu, Yun Chen, Ben Kao, Qun Liu. 4166-4176 [doi]
• Probing for Referential Information in Language ModelsIonut-Teodor Sorodoc, Kristina Gulordava, Gemma Boleda. 4177-4189 [doi]
• Quantifying Attention Flow in TransformersSamira Abnar, Willem H. Zuidema. 4190-4197 [doi]
• Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Alon Jacovi, Yoav Goldberg. 4198-4205 [doi]
• Towards Transparent and Explainable Attention ModelsAkash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran. 4206-4216 [doi]
• Tchebycheff Procedure for Multi-task Text ClassificationYuren Mao, Shuang Yun, Weiwei Liu, Bo Du 0001. 4217-4226 [doi]
• Modeling Word Formation in English-German Neural Machine TranslationMarion Weller-Di Marco, Alexander M. Fraser. 4227-4232 [doi]
• Empowering Active Learning to Jointly Optimize System and User DemandsJi Ung Lee, Christian M. Meyer, Iryna Gurevych. 4233-4247 [doi]
• Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error CorrectionMasahiro Kaneko, Masato Mita, Shun Kiyono, Jun Suzuki, Kentaro Inui. 4248-4254 [doi]
• Graph Neural News Recommendation with Unsupervised Preference DisentanglementLinmei Hu, Siyong Xu, Chen Li, Cheng Yang, Chuan Shi, Nan Duan, Xing Xie 0001, Ming Zhou. 4255-4264 [doi]
• Identifying Principals and Accessories in a Complex Case based on the Comprehension of Fact DescriptionYakun Hu, Zhunchen Luo, WenHan Chao. 4265-4269 [doi]
• Joint Modelling of Emotion and Abusive Language DetectionSanthosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova. 4270-4279 [doi]
• Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language UnderstandingSebastian Weigelt, Vanessa Steurer, Tobias Hey, Walter F. Tichy. 4280-4295 [doi]
• Toxicity Detection: Does Context Really Matter?John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon, Nithum Thain, Ion Androutsopoulos. 4296-4305 [doi]
• AMR Parsing with Latent Structural InformationQiji Zhou, Yue Zhang, Donghong Ji, Hao Tang. 4306-4319 [doi]
• TaPas: Weakly Supervised Table Parsing via Pre-trainingJonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, Francesco Piccinno, Julian Martin Eisenschlos. 4320-4333 [doi]
• Target Inference in Argument Conclusion GenerationMilad Alshomary, Shahbaz Syed, Martin Potthast, Henning Wachsmuth. 4334-4345 [doi]
• Multimodal Transformer for Multimodal Machine TranslationShaowei Yao, Xiaojun Wan 0001. 4346-4350 [doi]
• Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion AnalysisDushyant Singh Chauhan, Dhanush S. R, Asif Ekbal, Pushpak Bhattacharyya. 4351-4360 [doi]
• Towards Emotion-aided Multi-modal Dialogue Act ClassificationTulika Saha, Aditya Patra, Sriparna Saha 0001, Pushpak Bhattacharyya. 4361-4372 [doi]
• Analyzing Political Parody in Social MediaAntonis Maronikolakis, Danae Sanchez Villegas, Daniel Preotiuc-Pietro, Nikolaos Aletras. 4373-4384 [doi]
• Masking Actor Information Leads to Fairer Political Claims DetectionErenay Dayanik, Sebastian Padó. 4385-4391 [doi]
• When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People?Kenneth Joseph, Jonathan H. Morgan. 4392-4415 [doi]
• "Who said it, and Why?" Provenance for Natural Language ClaimsYi Zhang, Zachary G. Ives, Dan Roth. 4416-4426 [doi]
• Compositionality and Generalization In Emergent LanguagesRahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, Marco Baroni. 4427-4442 [doi]
• ERASER: A Benchmark to Evaluate Rationalized NLP ModelsJay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace. 4443-4458 [doi]
• Learning to Faithfully Rationalize by ConstructionSarthak Jain, Sarah Wiegreffe, Yuval Pinter, Byron C. Wallace. 4459-4473 [doi]
• Clinical Reading Comprehension: A Thorough Analysis of the emrQA DatasetXiang Yue, Bernal Jimenez Gutierrez, Huan Sun. 4474-4486 [doi]
• DeFormer: Decomposing Pre-trained Transformers for Faster Question AnsweringQingqing Cao, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian. 4487-4497 [doi]
• Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsApoorv Saxena, Aditay Tripathi, Partha Talukdar. 4498-4507 [doi]
• Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question AnsweringAlexander R. Fabbri, Patrick Ng, Zhiguo Wang, Ramesh Nallapati, Bing Xiang. 4508-4513 [doi]
• Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question AnsweringVikas Yadav, Steven Bethard, Mihai Surdeanu. 4514-4525 [doi]
• A Corpus for Large-Scale Phonetic TypologyElizabeth Salesky, Eleanor Chodroff, Tiago Pimentel, Matthew Wiesner, Ryan Cotterell, Alan W. Black, Jason Eisner. 4526-4546 [doi]
• Dscorer: A Fast Evaluation Metric for Discourse Representation Structure ParsingJiangming Liu, Shay B. Cohen, Mirella Lapata. 4547-4554 [doi]
• ParaCrawl: Web-Scale Acquisition of Parallel CorporaMarta Bañón, Pinzhen Chen, Barry Haddow, Kenneth Heafield, Hieu Hoang, Miquel Esplà-Gomis, Mikel L. Forcada, Amir Kamran, Faheem Kirefu, Philipp Koehn, Sergio Ortiz-Rojas, Leopoldo Pla Sempere, Gema Ramírez-Sánchez, Elsa Sarrías, Marek Strelec, Brian Thompson, William Waites, Dion Wiggins, Jaume Zaragoza. 4555-4567 [doi]
• Toward Gender-Inclusive Coreference ResolutionYang Trista Cao, Hal Daumé III. 4568-4595 [doi]
• Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?Cansu Sen, Thomas Hartvigsen, Biao Yin, Xiangnan Kong, Elke A. Rundensteiner. 4596-4608 [doi]
• Information-Theoretic Probing for Linguistic StructureTiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, Ran Zmigrod, Adina Williams, Ryan Cotterell. 4609-4622 [doi]
• On the Cross-lingual Transferability of Monolingual RepresentationsMikel Artetxe, Sebastian Ruder, Dani Yogatama. 4623-4637 [doi]
• Similarity Analysis of Contextual Word Representation ModelsJohn M. Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass. 4638-4655 [doi]
• SenseBERT: Driving Some Sense into BERTYoav Levine, Barak Lenz, Or Dagan, Ori Ram, Dan Padnos, Or Sharir, Shai Shalev-Shwartz, Amnon Shashua, Yoav Shoham. 4656-4667 [doi]
• ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsFernando Emilio Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Benoît Sagot, Lucia Specia. 4668-4679 [doi]
• Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non-Concrete ConceptsAgostina Calabrese, Michele Bevilacqua, Roberto Navigli. 4680-4686 [doi]
• Modeling Label Semantics for Predicting Emotional ReactionsRadhika Gaonkar, Heeyoung Kwon, Mohaddeseh Bastan, Niranjan Balasubramanian, Nathanael Chambers. 4687-4692 [doi]
• CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World AssistantKavya Srinet, Yacine Jernite, Jonathan Gray, Arthur Szlam. 4693-4714 [doi]
• Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood TrainingMargaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, KyungHyun Cho, Jason Weston. 4715-4728 [doi]
• How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scopeYiyun Zhao, Steven Bethard. 4729-4747 [doi]
• Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language ModelsKaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson, Anupam Datta. 4748-4757 [doi]
• Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsRishi Bommasani, Kelly Davis, Claire Cardie. 4758-4781 [doi]
• Learning to Deceive with Attention-Based ExplanationsDanish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton. 4782-4793 [doi]
• On the Spontaneous Emergence of Discrete and Compositional SignalsNur Geffen Lan, Emmanuel Chemla, Shane Steinert-Threlkeld. 4794-4800 [doi]
• Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding WordsJosef Klafka, Allyson Ettinger. 4801-4811 [doi]
• Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQAHyounghun Kim, Zineng Tang, Mohit Bansal. 4812-4822 [doi]
• Shaping Visual Representations with Language for Few-Shot ClassificationJesse Mu, Percy Liang, Noah D. Goodman. 4823-4830 [doi]
• Discrete Latent Variable Representations for Low-Resource Text ClassificationShuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu. 4831-4842 [doi]
• Learning Constraints for Structured Prediction Using Rectifier NetworksXingyuan Pan, Maitrey Mehta, Vivek Srikumar. 4843-4858 [doi]
• Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language ModelsDan Iter, Kelvin Guu, Larry Lansing, Dan Jurafsky. 4859-4870 [doi]
• A Recipe for Creating Multimodal Aligned Datasets for Sequential TasksAngela S. Lin, Sudha Rao, Asli Çelikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan. 4871-4884 [doi]
• Adversarial NLI: A New Benchmark for Natural Language UnderstandingYixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela. 4885-4901 [doi]
• Beyond Accuracy: Behavioral Testing of NLP Models with CheckListMarco Túlio Ribeiro, Tongshuang Wu, Carlos Guestrin, Sameer Singh 0001. 4902-4912 [doi]
• Code and Named Entity Recognition in StackOverflowJeniya Tabassum, Mounica Maddela, Wei Xu 0004, Alan Ritter. 4913-4926 [doi]
• Dialogue-Based Relation ExtractionDian Yu, Kai Sun, Claire Cardie, Dong Yu. 4927-4940 [doi]
• Facet-Aware Evaluation for Extractive SummarizationYuning Mao, Liyuan Liu, Qi Zhu, Xiang Ren, Jiawei Han 0001. 4941-4957 [doi]
• More Diverse Dialogue Datasets via Diversity-Informed Data CollectionKatherine Stasaski, Grace Hui Yang, Marti A. Hearst. 4958-4968 [doi]
• S2ORC: The Semantic Scholar Open Research CorpusKyle Lo, Lucy Lu Wang, Mark Neumann, Rodney Kinney, Daniel S. Weld. 4969-4983 [doi]
• Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation MetricsNitika Mathur, Timothy Baldwin, Trevor Cohn. 4984-4997 [doi]
• A Transformer-based Approach for Source Code SummarizationWasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang. 4998-5007 [doi]
• Asking and Answering Questions to Evaluate the Factual Consistency of SummariesAlex Wang, KyungHyun Cho, Mike Lewis. 5008-5020 [doi]
• Discourse-Aware Neural Extractive Text SummarizationJiacheng Xu, Zhe Gan, Yu Cheng 0001, Jingjing Liu. 5021-5031 [doi]
• Discrete Optimization for Unsupervised Sentence Summarization with Word-Level ExtractionRaphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova, Katja Markert. 5032-5042 [doi]
• Exploring Content Selection in Summarization of Novel ChaptersFaisal Ladhak, Bryan Li, Yaser Al-Onaizan, Kathleen McKeown. 5043-5054 [doi]
• FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationEsin Durmus, He He, Mona Diab. 5055-5070 [doi]
• Fact-based Content Weighting for Evaluating Abstractive SummarisationXinnuo Xu, Ondrej Dusek, Jingyi Li, Verena Rieser, Ioannis Konstas. 5071-5081 [doi]
• Hooks in the Headline: Learning to Generate Headlines with Controlled StylesDi Jin, Zhijing Jin, Joey Tianyi Zhou, Lisa Orii, Peter Szolovits. 5082-5093 [doi]
• Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze RewardLuyang Huang, Lingfei Wu, Lu Wang 0008. 5094-5107 [doi]
• Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsYuhao Zhang, Derek Merck, Emily Bao Tsai, Christopher D. Manning, Curtis Langlotz. 5108-5120 [doi]
• Storytelling with Dialogue: A Critical Role Dungeons and Dragons DatasetRevanth Rameshkumar, Peter Bailey. 5121-5134 [doi]
• The Summary Loop: Learning to Write Abstractive Summaries Without ExamplesPhilippe Laban, Andrew Hsi, John Canny, Marti A. Hearst. 5135-5150 [doi]
• Unsupervised Opinion Summarization as Copycat-Review GenerationArthur Brazinskas, Mirella Lapata, Ivan Titov. 5151-5169 [doi]
• (Re)construing Meaning in NLPSean Trott, Tiago Timponi Torrent, Nancy Chang, Nathan Schneider. 5170-5184 [doi]
• Climbing towards NLU: On Meaning, Form, and Understanding in the Age of DataEmily M. Bender, Alexander Koller. 5185-5198 [doi]
• Examining Citations of Natural Language Processing LiteratureSaif M. Mohammad. 5199-5209 [doi]
• How Can We Accelerate Progress Towards Human-like Linguistic Generalization?Tal Linzen. 5210-5217 [doi]
• How Does NLP Benefit Legal System: A Summary of Legal Artificial IntelligenceHaoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu 0001, Maosong Sun. 5218-5230 [doi]
• Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work?Yada Pruksachatkun, Jason Phang, Haokun Liu, Phu Mon Htut, Xiaoyi Zhang, Richard Yuanzhe Pang, Clara Vania, Katharina Kann, Samuel R. Bowman. 5231-5247 [doi]
• Predictive Biases in Natural Language Processing Models: A Conceptual Framework and OverviewDeven Shah, H. Andrew Schwartz, Dirk Hovy. 5248-5264 [doi]
• What Does BERT with Vision Look At?Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, Kai-Wei Chang. 5265-5275 [doi]
• Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking BackwardsJustine Zhang, Cristian Danescu-Niculescu-Mizil. 5276-5289 [doi]
• Detecting Perceived Emotions in Hurricane DisastersShrey Desai, Cornelia Caragea, Junyi Jessy Li. 5290-5305 [doi]
• Hierarchical Modeling for User Personality Prediction: The Role of Message-Level AttentionVeronica E. Lynn, Niranjan Balasubramanian, H. Andrew Schwartz. 5306-5316 [doi]
• Measuring Forecasting Skill from TextShi Zong, Alan Ritter, Eduard H. Hovy. 5317-5331 [doi]
• Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal EstimatesKatherine A. Keith, David Jensen, Brendan O'Connor. 5332-5344 [doi]
• Text-Based Ideal PointsKeyon Vafa, Suresh Naidu, David M. Blei. 5345-5357 [doi]
• Understanding the Language of Political Agreement and Disagreement in Legislative TextsMaryam Davoodi, Eric Waltenburg, Dan Goldwasser. 5358-5368 [doi]
• Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social PreferencesYi Tay, Donovan Ong, Jie Fu, Alvin Chan, Nancy Chen, Anh Tuan Luu, Chris Pal. 5369-5373 [doi]
• Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main EventPrafulla Kumar Choubey, Aaron Lee, Ruihong Huang, Lu Wang 0008. 5374-5386 [doi]
• Harnessing the linguistic signal to predict scalar inferencesSebastian Schuster, Yuxing Chen, Judith Degen. 5387-5403 [doi]
• Implicit Discourse Relation Classification: We Need to Talk about EvaluationNajoung Kim, Song Feng, R. Chulaka Gunasekara, Luis A. Lastras. 5404-5414 [doi]
• PeTra: A Sparsely Supervised Memory Model for People TrackingShubham Toshniwal, Allyson Ettinger, Kevin Gimpel, Karen Livescu. 5415-5428 [doi]
• ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERTLinfeng Song, Kun Xu, Yue Zhang 0004, Jianshu Chen, Dong Yu 0001. 5429-5434 [doi]
• Contextualizing Hate Speech Classifiers with Post-hoc ExplanationBrendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, Morteza Dehghani, Xiang Ren. 5435-5442 [doi]
• Double-Hard Debias: Tailoring Word Embeddings for Gender Bias MitigationTianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez, Caiming Xiong. 5443-5453 [doi]
• Language (Technology) is Power: A Critical Survey of "Bias" in NLPSu Lin Blodgett, Solon Barocas, Hal Daumé III, Hanna M. Wallach. 5454-5476 [doi]
• Social Bias Frames: Reasoning about Social and Power Implications of LanguageMaarten Sap, Saadia Gabriel, Lianhui Qin, Dan Jurafsky, Noah A. Smith, Yejin Choi. 5477-5490 [doi]
• Social Biases in NLP Models as Barriers for Persons with DisabilitiesBen Hutchinson, Vinodkumar Prabhakaran, Emily Denton, Kellie Webster, Yu Zhong, Stephen Denuyl. 5491-5501 [doi]
• Towards Debiasing Sentence RepresentationsPaul Pu Liang, Irene Mengze Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhutdinov, Louis-Philippe Morency. 5502-5515 [doi]
• A Re-evaluation of Knowledge Graph Completion MethodsZhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha P. Talukdar, Yiming Yang. 5516-5522 [doi]
• Cross-Linguistic Syntactic Evaluation of Word Prediction ModelsAaron Mueller, Garrett Nicolai, Panayiota Petrou-Zeniou, Natalia Talmina, Tal Linzen. 5523-5539 [doi]
• Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?Peter Hase, Mohit Bansal. 5540-5552 [doi]
• Explaining Black Box Predictions and Unveiling Data Artifacts through Influence FunctionsXiaochuang Han, Byron C. Wallace, Yulia Tsvetkov. 5553-5563 [doi]
• Finding Universal Grammatical Relations in Multilingual BERTEthan A. Chi, John Hewitt, Christopher D. Manning. 5564-5577 [doi]
• Generating Hierarchical Explanations on Text Classification via Feature Interaction DetectionHanjie Chen, Guangtao Zheng, Yangfeng Ji. 5578-5593 [doi]
• Obtaining Faithful Interpretations from Compositional Neural NetworksSanjay Subramanian, Ben Bogin, Nitish Gupta, Tomer Wolfson, Sameer Singh 0001, Jonathan Berant, Matt Gardner 0001. 5594-5608 [doi]
• Rationalizing Text Matching: Learning Sparse Alignments via Optimal TransportKyle Swanson, Lili Yu, Tao Lei 0001. 5609-5626 [doi]
• Benefits of Intermediate Annotations in Reading ComprehensionDheeru Dua, Sameer Singh 0001, Matt Gardner 0001. 5627-5634 [doi]
• Crossing Variational Autoencoders for Answer RetrievalWenhao Yu, Lingfei Wu, Qingkai Zeng, Shu Tao, Yu Deng, Meng Jiang 0001. 5635-5641 [doi]
• Logic-Guided Data Augmentation and Regularization for Consistent Question AnsweringAkari Asai, Hannaneh Hajishirzi. 5642-5650 [doi]
• On the Importance of Diversity in Question Generation for QAMd. Arafat Sultan, Shubham Chandel, Ramón Fernández Astudillo, Vittorio Castelli. 5651-5656 [doi]
• Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question AnsweringHao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova. 5657-5667 [doi]
• SCDE: Sentence Cloze Dataset with High Quality Distractors From ExaminationsXiang Kong, Varun Gangal, Eduard H. Hovy. 5668-5683 [doi]
• Selective Question Answering under Domain ShiftAmita Kamath, Robin Jia, Percy Liang. 5684-5696 [doi]
• The Cascade Transformer: an Application for Efficient Answer Sentence SelectionLuca Soldaini, Alessandro Moschitti. 5697-5708 [doi]
• Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question AnsweringChangmao Li, Jinho D. Choi. 5709-5714 [doi]
• Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess HypothesesErfan Sadeqi Azer, Daniel Khashabi, Ashish Sabharwal, Dan Roth. 5715-5725 [doi]
• STARC: Structured Annotations for Reading ComprehensionYevgeni Berzak, Jonathan Malmaud, Roger Levy. 5726-5735 [doi]
• WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema ChallengeHongming Zhang, Xinran Zhao, Yangqiu Song. 5736-5745 [doi]
• Agreement Prediction of Arguments in Cyber Argumentation for Detecting Stance Polarity and IntensityJoseph Sirrianni, Xiaoqing Liu, Douglas Adams 0003. 5746-5758 [doi]
• Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer LearningHongliang Fei, Ping Li 0001. 5759-5771 [doi]
• Efficient Pairwise Annotation of Argument QualityLukas Gienapp, Benno Stein 0001, Matthias Hagen, Martin Potthast. 5772-5781 [doi]
• Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference ClassificationNianzu Ma, Sahisnu Mazumder, Hao Wang, Bing Liu 0001. 5782-5788 [doi]
• OpinionDigest: A Simple Framework for Opinion SummarizationYoshihiko Suhara, Xiaolan Wang 0001, Stefanos Angelidis, Wang Chiew Tan. 5789-5798 [doi]
• A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective TasksNastaran Babanejad, Ameeta Agrawal, Aijun An, Manos Papagelis. 5799-5810 [doi]
• Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge AwarenessSixing Wu, Ying Li 0015, Dawei Zhang, Yang Zhou, Zhonghai Wu. 5811-5820 [doi]
• Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue GenerationHaoyu Song, Yan Wang, Weinan Zhang 0003, Xiaojiang Liu, Ting Liu 0001. 5821-5831 [doi]
• Learning to Customize Model Structures for Few-shot Dialogue Generation TasksYiping Song, Zequn Liu, Wei Bi, Rui Yan, Ming Zhang 0004. 5832-5841 [doi]
• Video-Grounded Dialogues with Pretrained Generation Language ModelsHung Le, Steven C. H. Hoi. 5842-5848 [doi]
• A Unified MRC Framework for Named Entity RecognitionXiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li. 5849-5859 [doi]
• An Effective Transition-based Model for Discontinuous NERXiang Dai, Sarvnaz Karimi, Ben Hachey, Cécile Paris. 5860-5870 [doi]
• IMoJIE: Iterative Memory-Based Joint Open Information ExtractionKeshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam, Soumen Chakrabarti. 5871-5886 [doi]
• Improving Event Detection via Open-domain Trigger KnowledgeMeihan Tong, Bin Xu 0001, Shuai Wang, Yixin Cao 0002, Lei Hou 0001, Juanzi Li, Jun Xie. 5887-5897 [doi]
• Improving Low-Resource Named Entity Recognition using Joint Sentence and Token LabelingCanasai Kruengkrai, Thien Hai Nguyen, Sharifah Aljunied Mahani, Lidong Bing. 5898-5905 [doi]
• Multi-Cell Compositional LSTM for NER Domain AdaptationChen Jia, Yue Zhang. 5906-5917 [doi]
• Pyramid: A Layered Model for Nested Named Entity RecognitionJue Wang, Lidan Shou, Ke Chen 0005, Gang Chen. 5918-5928 [doi]
• ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph EmbeddingZhiwen Xie, Guangyou Zhou, Jin Liu, Jimmy Xiangji Huang. 5929-5939 [doi]
• Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative MultiagentsDaoyuan Chen, Yaliang Li, Kai Lei, Ying Shen. 5940-5950 [doi]
• Simplify the Usage of Lexicon in Chinese NERRuotian Ma, Minlong Peng, Qi Zhang 0001, Zhongyu Wei, Xuanjing Huang. 5951-5960 [doi]
• AdvAug: Robust Adversarial Augmentation for Neural Machine TranslationYong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein. 5961-5970 [doi]
• Contextual Neural Machine Translation Improves Translation of Cataphoric PronounsKayYen Wong, Sameen Maruf, Gholamreza Haffari. 5971-5978 [doi]
• Improving Neural Machine Translation with Soft Template PredictionJian Yang, Shuming Ma, DongDong Zhang, Zhoujun Li, Ming Zhou 0001. 5979-5989 [doi]
• Tagged Back-translation Revisited: Why Does It Really Work?Benjamin Marie, Raphael Rubino, Atsushi Fujita. 5990-5997 [doi]
• Worse WER, but Better BLEU? Leveraging Word Embedding as Intermediate in Multitask End-to-End Speech TranslationShun-Po Chuang, Tzu-Wei Sung, Alexander H. Liu, Hung-yi Lee. 5998-6003 [doi]
• Neural-DINF: A Neural Network based Framework for Measuring Document InfluenceJie Tan, Changlin Yang, Ying Li, Siliang Tang, Chen Huang, Yueting Zhuang. 6004-6009 [doi]
• Paraphrase Generation by Learning How to Edit from SamplesAmirhossein Kazemnejad, Mohammadreza Salehi, Mahdieh Soleymani Baghshah. 6010-6021 [doi]
• Emerging Cross-lingual Structure in Pretrained Language ModelsAlexis Conneau, Shijie Wu, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov. 6022-6034 [doi]
• FastBERT: a Self-distilling BERT with Adaptive Inference TimeWeijie Liu, Peng Zhou, Zhiruo Wang, Zhe Zhao 0006, Haotang Deng, Qi Ju. 6035-6044 [doi]
• Incorporating External Knowledge through Pre-training for Natural Language to Code GenerationFrank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu, Graham Neubig. 6045-6052 [doi]
• LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module NetworkWanjun Zhong, Duyu Tang, Zhangyin Feng, Nan Duan, Ming Zhou 0001, Ming Gong, Linjun Shou, Daxin Jiang, Jiahai Wang, Jian Yin 0001. 6053-6065 [doi]
• Word-level Textual Adversarial Attacking as Combinatorial OptimizationYuan Zang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu 0001, Meng Zhang, Qun Liu, Maosong Sun. 6066-6080 [doi]
• Benchmarking Multimodal Regex Synthesis with Complex StructuresXi Ye, Qiaochu Chen, Isil Dillig, Greg Durrett. 6081-6094 [doi]
• Curriculum Learning for Natural Language UnderstandingBenfeng Xu, Licheng Zhang, Zhendong Mao, Quan Wang, Hongtao Xie, Yongdong Zhang. 6095-6104 [doi]
• Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language?Hitomi Yanaka, Koji Mineshima, Daisuke Bekki, Kentaro Inui. 6105-6117 [doi]
• Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoderDaya Guo, Duyu Tang, Nan Duan, Jian Yin 0001, Daxin Jiang, Ming Zhou 0001. 6118-6129 [doi]
• How to Ask Good Questions? Try to Leverage ParaphrasesXin Jia, Wenjie Zhou, Xu Sun 0001, Yunfang Wu. 6130-6140 [doi]
• NeuInfer: Knowledge Inference on N-ary FactsSaiping Guan, Xiaolong Jin, Jiafeng Guo, Yuanzhuo Wang, Xueqi Cheng. 6141-6151 [doi]
• Neural Graph Matching Networks for Chinese Short Text MatchingLu Chen, Yanbin Zhao, Boer Lyu, LeSheng Jin, Zhi Chen 0006, Su Zhu, Kai Yu 0004. 6152-6158 [doi]
• Neural Mixed Counting Models for Dispersed Topic DiscoveryJiemin Wu, Yanghui Rao, Zusheng Zhang, Haoran Xie 0001, Qing Li 0001, Fu Lee Wang, Ziye Chen. 6159-6169 [doi]
• Reasoning Over Semantic-Level Graph for Fact CheckingWanjun Zhong, Jingjing Xu, Duyu Tang, Zenan Xu, Nan Duan, Ming Zhou 0001, Jiahai Wang, Jian Yin 0001. 6170-6180 [doi]
• Automatic Generation of Citation Texts in Scholarly Papers: A Pilot StudyXinyu Xing, Xiaosheng Fan, Xiaojun Wan 0001. 6181-6190 [doi]
• Composing Elementary Discourse Units in Abstractive SummarizationZhenwen Li, Wenhao Wu, Sujian Li. 6191-6196 [doi]
• Extractive Summarization as Text MatchingMing Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang. 6197-6208 [doi]
• Heterogeneous Graph Neural Networks for Extractive Document SummarizationDanqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang. 6209-6219 [doi]
• Jointly Learning to Align and Summarize for Neural Cross-Lingual SummarizationYue Cao, Hui Liu, Xiaojun Wan 0001. 6220-6231 [doi]
• Leveraging Graph to Improve Abstractive Multi-Document SummarizationWei Li, Xinyan Xiao, Jiachen Liu, Hua Wu 0003, Haifeng Wang, Junping Du. 6232-6243 [doi]
• Multi-Granularity Interaction Network for Extractive and Abstractive Multi-Document Summarization