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Works of Conference on Empirical Methods in Natural Language Processing (EMNLP)

703 works · page 6 of 8 · the most cited first · ← Conference on Empirical Methods in Natural…

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  1. A Joint Sequential and Relational Model for Frame-Semantic ParsingBishan Yang, Tom Mitchell2017 · 98 citations
  2. A Stacking Gated Neural Architecture for Implicit Discourse Relation ClassificationLianhui Qin, Zhisong Zhang, Hai Zhao2016 · 98 citations
  3. Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among EventsPrafulla Kumar Choubey, Ruihong Huang2017 · 97 citations
  4. Discourse parsing for multi-party chat dialoguesStergos Afantenos, Eric Kow, Nicholas Asher, et al.2015 · 97 citations
  5. MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation ExtractionXiaozhi Wang, Yulin Chen, Ning Ding, et al.2022 · 96 citations
  6. Cross-Domain Label-Adaptive Stance DetectionMomchil Hardalov, Arnav Arora, Preslav Nakov, et al.2021 · 96 citations
  7. Don't Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for ArabicNasser Zalmout, Nizar Habash2017 · 96 citations
  8. A Tree Kernel-Based Unified Framework for Chinese Zero Anaphora ResolutionFang Kong, Guodong Zhou2010 · 94 citations
  9. Arabic Diacritization with Recurrent Neural NetworksYonatan Belinkov, James Glass2015 · 93 citations
  10. Syntactic Constraints on Paraphrases Extracted from Parallel CorporaChris Callison-Burch2008 · 92 citations
  11. Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion CausesHyunwoo Kim, Byeongchang Kim, Gunhee Kim2021 · 90 citations
  12. Generationary or «How We Went beyond Word Sense Inventories and Learned to Gloss»Michele Bevilacqua, Marco Maru, Roberto Navigli2020 · 90 citations
  13. Partially Supervised Coreference Resolution for Opinion Summarization through Structured Rule LearningVeselin Stoyanov, Claire Cardie2006 · 90 citations
  14. VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role LabelingAndrea Di Fabio, Simone Conia, Roberto Navigli2019 · 88 citations
  15. Joint Coreference Resolution and Named-Entity Linking with Multi-Pass SievesHannaneh Hajishirzi, Leila Zilles, Daniel S. Weld, et al.2013 · 88 citations
  16. Automatic induction of FrameNet lexical unitsMarco Pennacchiotti, Diego De Cao, Roberto Basili, et al.2008 · 88 citations
  17. GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented DialogueJun Quan, Deyi Xiong, Bonnie Webber, et al.2019 · 87 citations
  18. Interpreting Neural Networks to Improve Politeness ComprehensionMalika Aubakirova, Mohit Bansal2016 · 86 citations
  19. Unbounded Dependency Recovery for Parser EvaluationLaura Rimell, Stephen Clark, Mark Steedman2009 · 86 citations
  20. Maximum Entropy Models for FrameNet ClassificationMichael Fleischman, Namhee Kwon, Eduard Hovy2003 · 86 citations
  21. PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference ResolutionHong Chen, Zhenhua Fan, Hao Lu, et al.2018 · 84 citations
  22. Comparing Word Representations for Implicit Discourse Relation ClassificationChloé Braud, Pascal Denis2015 · 83 citations
  23. Error-Driven Analysis of Challenges in Coreference ResolutionJonathan K. Kummerfeld, Dan Klein2013 · 83 citations
  24. Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-ConsciousnessHyunwoo Kim, Byeongchang Kim, Gunhee Kim2020 · 82 citations
  25. Chain-of-Dictionary Prompting Elicits Translation in Large Language ModelsHongyuan Lu, Haoran Yang, Haoyang Huang, et al.2024 · 81 citations
  26. Classifying Sentences as Speech Acts in Message Board PostsAshequl Qadir, Ellen Riloff2011 · 81 citations
  27. Learning to Ignore: Long Document Coreference with Bounded Memory Neural NetworksShubham Toshniwal, Sam Wiseman, Allyson Ettinger, et al.2020 · 80 citations
  28. A Constrained Latent Variable Model for Coreference ResolutionKai-Wei Chang, Rajhans Samdani, Dan Roth2013 · 80 citations
  29. AMR Parsing with an Incremental Joint ModelJunsheng Zhou, Feiyu Xu, Hans Uszkoreit, et al.2016 · 79 citations
  30. A Neural Network Approach to Selectional Preference AcquisitionVan de Cruys, Tim2014 · 79 citations
  31. QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and BaselinesValentina Pyatkin, Ayal Klein, Reut Tsarfaty, et al.2020 · 77 citations
  32. SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented ParserYue Zhang, Bo Zhang, Zhenghua Li, et al.2022 · 76 citations
  33. Probabilistic Coreference in Information ExtractionAndrew Kehler1997 · 74 citations
  34. Dynamic Coreference-Based SummarizationBreck Baldwin, Thomas S. Morton1998 · 73 citations
  35. Learning-based Multi-Sieve Co-reference Resolution with KnowledgeLev Ratinov, Dan Roth2012 · 72 citations
  36. "I'd rather just go to bed": Understanding Indirect AnswersAnnie Louis, Dan Roth, Filip Radlinski2020 · 70 citations
  37. Using the Web in Machine Learning for Other-Anaphora ResolutionNatalia N. Modjeska, Katja Markert, Malvina Nissim2003 · 70 citations
  38. Turbo Parsers: Dependency Parsing by Approximate Variational InferenceAndré Martins, Noah Smith, Eric Xing, et al.2010 · 69 citations
  39. MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language ModelsWai-Chung Kwan, Xingshan Zeng, Yuxin Jiang, et al.2024 · 66 citations
  40. Tokenization Is More Than CompressionCraig W Schmidt, Varshini Reddy, Haoran Zhang, et al.2024 · 66 citations
  41. Combining Sample Selection and Error-Driven Pruning for Machine Learning of Coreference RulesVincent Ng, Claire Cardie2002 · 66 citations
  42. Inquisitive Question Generation for High Level Text ComprehensionWei-Jen Ko, Te-yuan Chen, Yiyan Huang, et al.2020 · 65 citations
  43. DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL DatasetLijie Wang, Ao Zhang, Kun Wu, et al.2020 · 63 citations
  44. Chinese Zero Pronoun Resolution: Some Recent AdvancesChen Chen, Vincent Ng2013 · 63 citations
  45. How well do NLI models capture verb veridicality?Alexis Ross, Ellie Pavlick2019 · 61 citations
  46. Predicting the Presence of Discourse ConnectivesGary Patterson, Andrew Kehler2013 · 61 citations
  47. Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical StructureKelsey Allen, Giuseppe Carenini, Raymond Ng2014 · 60 citations
  48. Summarizing Online Forum Discussions – Can Dialog Acts of Individual Messages Help?Sumit Bhatia, Prakhar Biyani, Prasenjit Mitra2014 · 59 citations
  49. Stance Detection on Social Media with Background KnowledgeAng Li, Bin Liang, Jingqian Zhao, et al.2023 · 58 citations
  50. HUME: Human UCCA-Based Evaluation of Machine TranslationAlexandra Birch, Omri Abend, Ondřej Bojar, et al.2016 · 58 citations
  51. Improving Arabic Diacritization through Syntactic AnalysisAnas Shahrour, Salam Khalifa, Nizar Habash2015 · 58 citations
  52. Latent Anaphora Resolution for Cross-Lingual Pronoun PredictionChristian Hardmeier, Jörg Tiedemann, Joakim Nivre2013 · 58 citations
  53. Japanese Zero Pronoun Resolution based on Ranking Rules and Machine LearningHideki Isozaki, Tsutomu Hirao2003 · 57 citations
  54. Joint Transition-based Dependency Parsing and Disfluency Detection for Automatic Speech Recognition TextsMasashi Yoshikawa, Hiroyuki Shindo, Yuji Matsumoto2016 · 56 citations
  55. Learning Connective-based Word Representations for Implicit Discourse Relation IdentificationChloé Braud, Pascal Denis2016 · 56 citations
  56. Joint Event Trigger Identification and Event Coreference Resolution with Structured PerceptronJun Araki, Teruko Mitamura2015 · 56 citations
  57. Incremental Neural Coreference Resolution in Constant MemoryPatrick Xia, João Sedoc, Benjamin Van Durme2020 · 55 citations
  58. Chinese Zero Pronoun Resolution with Deep Memory NetworkQingyu Yin, Yu Zhang, Weinan Zhang, et al.2017 · 55 citations
  59. Representing Social Media Users for Sarcasm DetectionY. Alex Kolchinski, Christopher Potts2018 · 54 citations
  60. English Machine Reading Comprehension Datasets: A SurveyDaria Dzendzik, Jennifer Foster, Carl Vogel2021 · 53 citations
  61. A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to AntecedentsYufang Hou, Katja Markert, Michael Strube2014 · 53 citations
  62. Parser Evaluation over Local and Non-Local Deep Dependencies in a Large CorpusEmily M. Bender, Dan Flickinger, Stephan Oepen, et al.2011 · 53 citations
  63. A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector ExtensionHugo Hernault, Danushka Bollegala, Mitsuru Ishizuka2010 · 52 citations
  64. A Modular Architecture for Unsupervised Sarcasm GenerationAbhijit Mishra, Tarun Tater, Karthik Sankaranarayanan2019 · 51 citations
  65. Intra-Sentential Subject Zero Anaphora Resolution using Multi-Column Convolutional Neural NetworkRyu Iida, Kentaro Torisawa, Jong-Hoon Oh, et al.2016 · 51 citations
  66. What's Wrong with Hebrew NLP? And How to Make it RightReut Tsarfaty, Shoval Sadde, Stav Klein, et al.2019 · 50 citations
  67. Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality TransferEleftheria Briakou, Sweta Agrawal, Joel Tetreault, et al.2021 · 49 citations
  68. Counting the Bugs in ChatGPT's Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language ModelLeonie Weissweiler, Valentin Hofmann, Anjali Kantharuban2023 · 47 citations
  69. Bootstrapping Coreference Classifiers with Multiple Machine Learning AlgorithmsVincent Ng, Claire Cardie2003 · 47 citations
  70. A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse ParsingZeyu Dai, Ruihong Huang2019 · 46 citations
  71. Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse RelationsYangfeng Ji, Gongbo Zhang, Jacob Eisenstein2015 · 46 citations
  72. Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation EvaluationReut Tsarfaty, Joakim Nivre, Evelina Andersson2011 · 46 citations
  73. Learning Contextually Informed Representations for Linear-Time Discourse ParsingYang Liu, Mirella Lapata2017 · 44 citations
  74. Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense RelationsWanqiu Long, Bonnie Webber2022 · 43 citations
  75. A Mention-Ranking Model for Abstract Anaphora ResolutionAna Marasović, Leo Born, Juri Opitz, et al.2017 · 43 citations
  76. Joint Syntacto-Discourse Parsing and the Syntacto-Discourse TreebankKai Zhao, Liang Huang2017 · 43 citations
  77. What You See is What You Get: Visual Pronoun Coreference Resolution in DialoguesXintong Yu, Hongming Zhang, Yangqiu Song, et al.2019 · 42 citations
  78. Using active learning to expand training data for implicit discourse relation recognitionYang Xu, Yu Hong, Huibin Ruan, et al.2018 · 42 citations
  79. Discriminative Reranking of Discourse Parses Using Tree KernelsShafiq Joty, Alessandro Moschitti2014 · 42 citations
  80. A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse ParsingFang Kong, Hwee Tou Ng, Guodong Zhou2014 · 42 citations
  81. Semantic Dependency Parsing of NomBank and PropBank: An Efficient Integrated Approach via a Large-scale Feature SelectionHai Zhao, Wenliang Chen, Chunyu Kit2009 · 42 citations
  82. WikiCREM: A Large Unsupervised Corpus for Coreference ResolutionVid Kocijan, Oana-Maria Camburu, Ana-Maria Cretu, et al.2019 · 41 citations
  83. One Model to Learn Both: Zero Pronoun Prediction and TranslationLongyue Wang, Zhaopeng Tu, Xing Wang, et al.2019 · 41 citations
  84. Improving Stance Detection with Multi-Dataset Learning and Knowledge DistillationYingjie Li, Chenye Zhao, Cornelia Caragea2021 · 39 citations
  85. Facilitating the Communication of Politeness through Fine-Grained ParaphrasingLiye Fu, Susan Fussell, Cristian Danescu-Niculescu-Mizil2020 · 39 citations
  86. Advancements in Arabic Grammatical Error Detection and Correction: An Empirical InvestigationBashar Alhafni, Go Inoue, Christian Khairallah, et al.2023 · 38 citations
  87. Unsupervised stance detection for arguments from consequencesJonathan Kobbe, Ioana Hulpuș, Heiner Stuckenschmidt2020 · 38 citations
  88. Intra-sentential Zero Anaphora Resolution using Subject Sharing RecognitionRyu Iida, Kentaro Torisawa, Chikara Hashimoto, et al.2015 · 38 citations
  89. Cascading Collective Classification for Bridging Anaphora Recognition using a Rich Linguistic Feature SetYufang Hou, Katja Markert, Michael Strube2013 · 38 citations
  90. OG-RAG: Ontology-grounded retrieval-augmented generation for large language modelsKartik Sharma, Peeyush Kumar, Yunqing Li2025 · 37 citations
  91. Recall Error Analysis for Coreference ResolutionSebastian Martschat, Michael Strube2014 · 37 citations
  92. Integrating Deep Event-Level and Script-Level Information for Script Event PredictionLong Bai, Saiping Guan, Jiafeng Guo, et al.2021 · 36 citations
  93. Reactive Supervision: A New Method for Collecting Sarcasm DataBoaz Shmueli, Lun-Wei Ku, Soumya Ray2020 · 36 citations
  94. MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment SupervisionPatrick Huber, Giuseppe Carenini2020 · 35 citations
  95. Neural Generative Rhetorical Structure ParsingAmandla Mabona, Laura Rimell, Stephen Clark, et al.2019 · 35 citations
  96. Prune-and-Score: Learning for Greedy Coreference ResolutionChao Ma, Janardhan Rao Doppa, J. Walker Orr, et al.2014 · 35 citations
  97. Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response QualityPei Zhou, Hyundong Cho, Pegah Jandaghi, et al.2022 · 34 citations
  98. Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference ResolutionDenis Emelin, Rico Sennrich2021 · 34 citations
  99. Focus on what matters: Applying Discourse Coherence Theory to Cross Document CoreferenceWilliam Held, Dan Iter, Dan Jurafsky2021 · 34 citations
  100. Bilingually-constrained Synthetic Data for Implicit Discourse Relation RecognitionChangxing Wu, Xiaodong Shi, Yidong Chen, et al.2016 · 34 citations

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