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

703 works · page 5 of 8 · the most cited first · ← Conference on Empirical Methods in Natural…

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  1. Noun Phrase Coreference as ClusteringClaire Cardie, Kiri Wagstaff1999 · 198 citations
  2. Improving Passage Retrieval with Zero-Shot Question GenerationDevendra Sachan, Mike Lewis, Mandar Joshi, et al.2022 · 197 citations
  3. On NMT Search Errors and Model Errors: Cat Got Your Tongue?Felix Stahlberg, Bill Byrne2019 · 197 citations
  4. Structured Pruning of Large Language ModelsZiheng Wang, Jeremy Wohlwend, Tao Lei2020 · 196 citations
  5. Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation ModelsHaim Dubossarsky, Daphna Weinshall, Eitan Grossman2017 · 196 citations
  6. Q²: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question AnsweringOr Honovich, Leshem Choshen, Roee Aharoni, et al.2021 · 195 citations
  7. Authorship Attribution for Neural Text GenerationAdaku Uchendu, Thai Le, Kai Shu, et al.2020 · 195 citations
  8. Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human FeedbackViet Lai, Chien Nguyen, Nghia Ngo, et al.2023 · 194 citations
  9. End-to-End Slot Alignment and Recognition for Cross-Lingual NLUWeijia Xu, Batool Haider, Saab Mansour2020 · 194 citations
  10. What Can We Learn from Collective Human Opinions on Natural Language Inference Data?Yixin Nie, Xiang Zhou, Mohit Bansal2020 · 193 citations
  11. Exploring and Predicting Transferability across NLP TasksTu Vu, Tong Wang, Tsendsuren Munkhdalai, et al.2020 · 192 citations
  12. Part-of-Speech Tagging for English-Spanish Code-Switched TextThamar Solorio, Yang Liu2008 · 192 citations
  13. Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic OraclesJames Cross, Liang Huang2016 · 191 citations
  14. Collecting Diverse Natural Language Inference Problems for Sentence Representation EvaluationAdam Poliak, Aparajita Haldar, Rachel Rudinger, et al.2018 · 190 citations
  15. Graph Convolutional Encoders for Syntax-aware Neural Machine TranslationJasmijn Bastings, Ivan Titov, Wilker Aziz, et al.2017 · 190 citations
  16. Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style TransferFanchao Qi, Yangyi Chen, Xurui Zhang, et al.2021 · 188 citations
  17. Gradient-based Adversarial Attacks against Text TransformersChuan Guo, Alexandre Sablayrolles, Hervé Jégou, et al.2021 · 187 citations
  18. Modeling Empathy and Distress in Reaction to News StoriesSven Buechel, Anneke Buffone, Barry Slaff, et al.2018 · 181 citations
  19. Event Detection and Co-reference with Minimal SupervisionHaoruo Peng, Yangqiu Song, Dan Roth2016 · 180 citations
  20. Classifying the Semantic Relations in Noun Compounds via a Domain-Specific Lexical HierarchyBarbara Rosario, Marti Hearst2001 · 180 citations
  21. Knowledge Conflicts for LLMs: A SurveyRongwu Xu, Zehan Qi, Zhijiang Guo, et al.2024 · 179 citations
  22. Adapting Language Models to Compress ContextsAlexis Chevalier, Alexander Wettig, Anirudh Ajith, et al.2023 · 179 citations
  23. Integrating Transformer and Paraphrase Rules for Sentence SimplificationSanqiang Zhao, Rui Meng, Daqing He, et al.2018 · 178 citations
  24. Forest-based Translation Rule ExtractionHaitao Mi, Liang Huang2008 · 178 citations
  25. Pre-training Multilingual Neural Machine Translation by Leveraging Alignment InformationZehui Lin, Xiao Pan, Mingxuan Wang, et al.2020 · 177 citations
  26. LILA: A Unified Benchmark for Mathematical ReasoningSwaroop Mishra, Matthew Finlayson, Pan Lu, et al.2022 · 176 citations
  27. Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIsAlex Warstadt, Yu Cao, Ioana Grosu, et al.2019 · 176 citations
  28. Supersense Tagging of Unknown Nouns in WordNetMassimiliano Ciaramita, Mark Johnson2003 · 176 citations
  29. Translation Artifacts in Cross-lingual Transfer LearningMikel Artetxe, Gorka Labaka, Eneko Agirre2020 · 175 citations
  30. A* CCG Parsing with a Supertag-factored ModelMike Lewis, Mark Steedman2014 · 175 citations
  31. UNKs Everywhere: Adapting Multilingual Language Models to New ScriptsJonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2021 · 174 citations
  32. Investigating Multilingual NMT Representations at ScaleSneha Kudugunta, Ankur Bapna, Isaac Caswell, et al.2019 · 174 citations
  33. Magnets for Sarcasm: Making Sarcasm Detection Timely, Contextual and Very PersonalAniruddha Ghosh, Tony Veale2017 · 174 citations
  34. An “AI readability” Formula for French as a Foreign LanguageThomas François, Cédrick Fairon2012 · 174 citations
  35. Towards Answering Opinion Questions: Separating Facts from Opinions and Identifying the Polarity of Opinion SentencesHong Yu, Vasileios Hatzivassiloglou2003 · 174 citations
  36. LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic ProversTheo X. Olausson, Alex Gu, Benjamin Lipkin, et al.2023 · 171 citations
  37. ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question AnsweringZhiyu Chen, Shiyang Li, Charese Smiley, et al.2022 · 171 citations
  38. Specialized Models and Ranking for Coreference ResolutionPascal Denis, Jason Baldridge2008 · 171 citations
  39. Simple Entity-Centric Questions Challenge Dense RetrieversChristopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, et al.2021 · 168 citations
  40. Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4Kent K. Chang, Mackenzie Cramer, Sandeep Soni, et al.2023 · 166 citations
  41. Data Augmentation via Dependency Tree Morphing for Low-Resource LanguagesGözde Gül Şahin, Mark Steedman2018 · 166 citations
  42. “I'm sorry to hear that”: Finding New Biases in Language Models with a Holistic Descriptor DatasetEric Michael Smith, Melissa Hall, Melanie Kambadur, et al.2022 · 165 citations
  43. Generating Coherent Event Schemas at ScaleNiranjan Balasubramanian, Stephen Soderland, Mausam, et al.2013 · 165 citations
  44. Do All Languages Cost the Same? Tokenization in the Era of Commercial Language ModelsOrevaoghene Ahia, Sachin Kumar, Hila Gonen, et al.2023 · 164 citations
  45. SCROLLS: Standardized CompaRison Over Long Language SequencesUri Shaham, Elad Segal, Maor Ivgi, et al.2022 · 162 citations
  46. EASSE: Easier Automatic Sentence Simplification EvaluationFernando Alva-Manchego, Louis Martin, Carolina Scarton, et al.2019 · 162 citations
  47. On Negative Interference in Multilingual Models: Findings and A Meta-Learning TreatmentZirui Wang, Zachary C. Lipton, Yulia Tsvetkov2020 · 161 citations
  48. Shallow Convolutional Neural Network for Implicit Discourse Relation RecognitionBiao Zhang, Jinsong Su, Deyi Xiong, et al.2015 · 161 citations
  49. MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transferIlias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos2021 · 160 citations
  50. MiniCheck: Efficient Fact-Checking of LLMs on Grounding DocumentsLiyan Tang, Philippe Laban, Greg Durrett2024 · 159 citations
  51. Commonsense Knowledge Mining from Pretrained ModelsJoe Davison, Joshua Feldman, Alexander Rush2019 · 156 citations
  52. TheoremQA: A Theorem-driven Question Answering DatasetWenhu Chen, Ming Yin, Max Ku, et al.2023 · 154 citations
  53. Label Words are Anchors: An Information Flow Perspective for Understanding In-Context LearningLean Wang, Lei Li, Damai Dai, et al.2023 · 153 citations
  54. MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionDavid Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al.2022 · 150 citations
  55. Statistical Power and Translationese in Machine Translation EvaluationYvette Graham, Barry Haddow, Philipp Koehn2020 · 150 citations
  56. Discourse Parsing with Attention-based Hierarchical Neural NetworksQi Li, Tianshi Li, Baobao Chang2016 · 150 citations
  57. Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language ModelsWenhao Yu, Hongming Zhang, Xiaoman Pan, et al.2024 · 149 citations
  58. ProsocialDialog: A Prosocial Backbone for Conversational AgentsHyunwoo Kim, Youngjae Yu, Liwei Jiang, et al.2022 · 149 citations
  59. TORQUE: A Reading Comprehension Dataset of Temporal Ordering QuestionsQiang Ning, Hao Wu, Rujun Han, et al.2020 · 149 citations
  60. Neural Net Models of Open-domain Discourse CoherenceJiwei Li, Dan Jurafsky2017 · 147 citations
  61. Word-Level Coreference ResolutionVladimir Dobrovolskii2021 · 146 citations
  62. GLUCOSE: GeneraLized and COntextualized Story ExplanationsNasrin Mostafazadeh, Aditya Kalyanpur, Lori Moon, et al.2020 · 144 citations
  63. SIMULEVAL: An Evaluation Toolkit for Simultaneous TranslationXutai Ma, Mohammad Javad Dousti, Changhan Wang, et al.2020 · 144 citations
  64. Revealing the Myth of Higher-Order Inference in Coreference ResolutionLiyan Xu, Jinho D. Choi2020 · 144 citations
  65. Vecalign: Improved Sentence Alignment in Linear Time and SpaceBrian Thompson, Philipp Koehn2019 · 144 citations
  66. Supervised Models for Coreference ResolutionAltaf Rahman, Vincent Ng2009 · 144 citations
  67. AfriSenti: A Twitter Sentiment Analysis Benchmark for African LanguagesShamsuddeen Hassan Muhammad, Idris Abdulmumin, Abinew Ali Ayele, et al.2023 · 143 citations
  68. Using Context Information for Dialog Act Classification in DNN FrameworkYang Liu, Kun Han, Zhao Tan, et al.2017 · 143 citations
  69. Aligning English Strings with Abstract Meaning Representation GraphsNima Pourdamghani, Yang Gao, Ulf Hermjakob, et al.2014 · 143 citations
  70. Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and IdentificationMan Lan, Jianxiang Wang, Yuanbin Wu, et al.2017 · 142 citations
  71. Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of WordsDebanjan Ghosh, Weiwei Guo, Smaranda Muresan2015 · 141 citations
  72. Dependency-based Semantic Role Labeling of PropBankRichard Johansson, Pierre Nugues2008 · 139 citations
  73. Identification and Resolution of Chinese Zero Pronouns: A Machine Learning ApproachShanheng Zhao, Hwee Tou Ng2007 · 138 citations
  74. Scaling Semantic Parsers with On-the-Fly Ontology MatchingTom Kwiatkowski, Eunsol Choi, Yoav Artzi, et al.2013 · 134 citations
  75. Prompting is not a substitute for probability measurements in large language modelsJennifer Hu, Roger Levy2023 · 133 citations
  76. Next Sentence Prediction helps Implicit Discourse Relation Classification within and across DomainsWei Shi, Vera Demberg2019 · 133 citations
  77. Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge EnhancementHui Liu, Wenya Wang, Haoliang Li2022 · 132 citations
  78. Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators' DisagreementElisa Leonardelli, Stefano Menini, Alessio Palmero Aprosio, et al.2021 · 132 citations
  79. EAGLE-2: Faster Inference of Language Models with Dynamic Draft TreesYuhui Li, Fangyun Wei, Chao Zhang, et al.2024 · 131 citations
  80. FLUTE: Figurative Language Understanding through Textual ExplanationsTuhin Chakrabarty, Arkadiy Saakyan, Debanjan Ghosh, et al.2022 · 131 citations
  81. Learning Compact Metrics for MTAmy Pu, Hyung Won Chung, Ankur Parikh, et al.2021 · 130 citations
  82. An Analysis of Natural Language Inference Benchmarks through the Lens of NegationMd Mosharaf Hossain, Venelin Kovatchev, Pranoy Dutta, et al.2020 · 130 citations
  83. Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level AttentionYang Liu, Sujian Li2016 · 128 citations
  84. Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser OutputJonathan K. Kummerfeld, David Hall, James R. Curran, et al.2012 · 127 citations
  85. Classifying Dialogue Acts in One-on-One Live ChatsSu Nam Kim, Lawrence Cavedon, Timothy Baldwin2010 · 125 citations
  86. How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DTMathieu Morey, Philippe Muller, Nicholas Asher2017 · 124 citations
  87. Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across LanguagesLibo Qin, Qiguang Chen, Fuxuan Wei, et al.2023 · 122 citations
  88. INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic FeedbackWenda Xu, Danqing Wang, Liangming Pan, et al.2023 · 122 citations
  89. Supervised and Unsupervised Methods in Employing Discourse Relations for Improving Opinion Polarity ClassificationSwapna Somasundaran, Galileo Namata, Janyce Wiebe, et al.2009 · 119 citations
  90. Entity Linking in 100 LanguagesJan A. Botha, Zifei Shan, Daniel Gillick2020 · 114 citations
  91. MLSUM: The Multilingual Summarization CorpusThomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2020 · 114 citations
  92. TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim VerificationWenpeng Yin, Dan Roth2018 · 114 citations
  93. Multi-Task Stance Detection with Sentiment and Stance LexiconsYingjie Li, Cornelia Caragea2019 · 113 citations
  94. Dependency-based Discourse Parser for Single-Document SummarizationYasuhisa Yoshida, Jun Suzuki, Tsutomu Hirao, et al.2014 · 113 citations
  95. Fast, Cheap, and Creative: Evaluating Translation Quality Using Amazon's Mechanical TurkChris Callison-Burch2009 · 112 citations
  96. Unsupervised Discovery of Discourse Relations for Eliminating Intra-sentence Polarity AmbiguitiesLanjun Zhou, Binyang Li, Wei Gao, et al.2011 · 110 citations
  97. Parsing English into Abstract Meaning Representation Using Syntax-Based Machine TranslationMichael Pust, Ulf Hermjakob, Kevin Knight, et al.2015 · 109 citations
  98. Frustratingly Hard Domain Adaptation for Dependency ParsingMark Dredze, John Blitzer, Partha Pratim Talukdar, et al.2007 · 109 citations
  99. DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world EnvironmentsYuxiang Zheng, Dayuan Fu, Xiangkun Hu, et al.2025 · 108 citations
  100. TokenSkip: Controllable Chain-of-Thought Compression in LLMsHeming Xia, Chak Tou Leong, Wenjie Wang, et al.2025 · 105 citations

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