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

703 works · page 2 of 8 · the most cited first · ← Conference on Empirical Methods in Natural…

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  1. Data-Driven Response Generation in Social MediaAlan Ritter, Colin Cherry, William B. Dolan2011 · 692 citations
  2. Bilingual Word Embeddings for Phrase-Based Machine TranslationWill Y. Zou, Richard Socher, Daniel Cer, et al.2013 · 680 citations
  3. Improved Alignment Models for Statistical Machine TranslationFranz Josef Och, Christoph Tillmann, Hermann Ney1999 · 677 citations
  4. Mask-Predict: Parallel Decoding of Conditional Masked Language ModelsMarjan Ghazvininejad, Omer Levy, Yinhan Liu, et al.2019 · 671 citations
  5. TVQA: Localized, Compositional Video Question AnsweringJie Lei, Licheng Yu, Mohit Bansal, et al.2018 · 669 citations
  6. Evaluation methods for unsupervised word embeddingsTobias Schnabel, Igor Labutov, David Mimno, et al.2015 · 669 citations
  7. A Joint Many-Task Model: Growing a Neural Network for Multiple NLP TasksKazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, et al.2016 · 666 citations
  8. Red Teaming Language Models with Language ModelsEthan Perez, Saffron Huang, Francis Song, et al.2022 · 665 citations
  9. BAE: BERT-based Adversarial Examples for Text ClassificationSiddhant Garg, Goutham Ramakrishnan2020 · 665 citations
  10. A Phrase-Based,Joint Probability Model for Statistical Machine TranslationDaniel Marcu, Daniel Wong2002 · 661 citations
  11. A Neural Approach to Automated Essay ScoringKaveh Taghipour, Hwee Tou Ng2016 · 652 citations
  12. Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence TaggingNils Reimers, Iryna Gurevych2017 · 648 citations
  13. HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language ModelsJunyi Li, Xiaoxue Cheng, Wayne Xin Zhao, et al.2023 · 646 citations
  14. Encouraging Divergent Thinking in Large Language Models through Multi-Agent DebateTian Liang, Zhiwei He, Wenxiang Jiao, et al.2023 · 643 citations
  15. Discriminating Gender on TwitterJohn D. Burger, John Henderson, George Kim, et al.2011 · 631 citations
  16. Scalable Zero-shot Entity Linking with Dense Entity RetrievalLedell Wu, Fabio Petroni, Martin Josifoski, et al.2020 · 618 citations
  17. Object Hallucination in Image CaptioningAnna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, et al.2018 · 617 citations
  18. Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasmBjarke Felbo, Alan Mislove, Anders Søgaard, et al.2017 · 617 citations
  19. Video-LLaVA: Learning United Visual Representation by Alignment Before ProjectionBin Lin, Yang Ye, Bin Zhu, et al.2023 · 614 citations
  20. Event Extraction by Answering (Almost) Natural QuestionsXinya Du, Claire Cardie2020 · 602 citations
  21. Linguistically-Informed Self-Attention for Semantic Role LabelingEmma Strubell, Patrick Verga, Daniel Andor, et al.2018 · 598 citations
  22. Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector SpaceArvind Neelakantan, Jeevan Shankar, Alexandre Passos, et al.2014 · 593 citations
  23. Fine-grained Opinion Mining with Recurrent Neural Networks and Word EmbeddingsPengfei Liu, Shafiq Joty, Helen Meng2015 · 589 citations
  24. Dissecting Contextual Word Embeddings: Architecture and RepresentationMatthew E. Peters, Mark Neumann, Luke Zettlemoyer, et al.2018 · 585 citations
  25. s1: Simple test-time scalingNiklas Muennighoff, Zitong Yang, Weijia Shi, et al.2025 · 584 citations
  26. Solving General Arithmetic Word ProblemsSubhro Roy, Dan Roth2015 · 580 citations
  27. Sentence Simplification with Deep Reinforcement LearningXingxing Zhang, Mirella Lapata2017 · 567 citations
  28. Massive Exploration of Neural Machine Translation ArchitecturesDenny Britz, Anna Goldie, Minh-Thang Luong, et al.2017 · 562 citations
  29. Large Language Models Can Self-ImproveJiaxin Huang, Shixiang Gu, Le Hou, et al.2023 · 560 citations
  30. Neural Text Summarization: A Critical EvaluationWojciech Kryscinski, Nitish Shirish Keskar, Bryan McCann, et al.2019 · 555 citations
  31. Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative RefinementJason Lee, Elman Mansimov, Kyunghyun Cho2018 · 547 citations
  32. Extracting Opinion Targets in a Single and Cross-Domain Setting with Conditional Random FieldsNiklas Jakob, Iryna Gurevych2010 · 545 citations
  33. Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsEmma Strubell, Patrick Verga, David Belanger, et al.2017 · 544 citations
  34. Cosmos QA: Machine Reading Comprehension with Contextual Commonsense ReasoningLifu Huang, Ronan Le Bras, Chandra Bhagavatula, et al.2019 · 536 citations
  35. Learning principled bilingual mappings of word embeddings while preserving monolingual invarianceMikel Artetxe, Gorka Labaka, Eneko Agirre2016 · 533 citations
  36. Simple, Scalable Adaptation for Neural Machine TranslationAnkur Bapna, Orhan Firat2019 · 524 citations
  37. ICON: Interactive Conversational Memory Network for Multimodal Emotion DetectionDevamanyu Hazarika, Soujanya Poria, Rada Mihalcea, et al.2018 · 523 citations
  38. Using Semantic Roles to Improve Question AnsweringDan Shen, Mirella Lapata2007 · 522 citations
  39. Stance Detection with Bidirectional Conditional EncodingIsabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, et al.2016 · 519 citations
  40. Identifying Argumentative Discourse Structures in Persuasive EssaysChristian Stab, Iryna Gurevych2014 · 517 citations
  41. Automatic classification of citation functionSimone Teufel, Advaith Siddharthan, Dan Tidhar2006 · 516 citations
  42. Recursive Neural Conditional Random Fields for Aspect-based Sentiment AnalysisWenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, et al.2016 · 514 citations
  43. Learning to Solve Arithmetic Word Problems with Verb CategorizationMohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, et al.2014 · 513 citations
  44. Learning Gender-Neutral Word EmbeddingsJieyu Zhao, Yichao Zhou, Zeyu Li, et al.2018 · 512 citations
  45. FinQA: A Dataset of Numerical Reasoning over Financial DataZhiyu Chen, Wenhu Chen, Charese Smiley, et al.2021 · 510 citations
  46. Jointly Multiple Events Extraction via Attention-based Graph Information AggregationXiao Liu, Zhunchen Luo, Heyan Huang2018 · 509 citations
  47. A Structured Vector Space Model for Word Meaning in ContextKatrin Erk, Sebastian Padó2008 · 508 citations
  48. Improving Statistical Machine Translation Using Word Sense DisambiguationMarine Carpuat, Dekai Wu2007 · 505 citations
  49. What is the Jeopardy Model? A Quasi-Synchronous Grammar for QAMengqiu Wang, Noah A. Smith, Teruko Mitamura2007 · 503 citations
  50. How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationChia-Wei Liu, Ryan Lowe, Iulian Serban, et al.2016 · 500 citations
  51. Aspect-Level Sentiment Analysis Via Convolution over Dependency TreeKai Sun, Richong Zhang, Samuel Mensah, et al.2019 · 497 citations
  52. Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking AgentsWeiwei Sun, Lingyong Yan, Xinyu Ma, et al.2023 · 493 citations
  53. Does String-Based Neural MT Learn Source Syntax?Xing Shi, Inkit Padhi, Kevin Knight2016 · 492 citations
  54. Multi-Source Transfer of Delexicalized Dependency ParsersRyan McDonald, Slav Petrov, Keith Hall2011 · 490 citations
  55. Semi-Supervised Sequence Modeling with Cross-View TrainingKevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.2018 · 489 citations
  56. BERT for Coreference Resolution: Baselines and AnalysisMandar Joshi, Omer Levy, Luke Zettlemoyer, et al.2019 · 488 citations
  57. ParlAI: A Dialog Research Software PlatformAlexander Miller, Will Feng, Dhruv Batra, et al.2017 · 483 citations
  58. Named Entity Recognition for Chinese Social Media with Jointly Trained EmbeddingsNanyun Peng, Mark Dredze2015 · 481 citations
  59. Legal Judgment Prediction via Topological LearningHaoxi Zhong, Zhipeng Guo, Cunchao Tu, et al.2018 · 480 citations
  60. ToTTo: A Controlled Table-To-Text Generation DatasetAnkur Parikh, Xuezhi Wang, Sebastian Gehrmann, et al.2020 · 479 citations
  61. Enabling Large Language Models to Generate Text with CitationsTianyu Gao, Howard Yen, Jiatong Yu, et al.2023 · 477 citations
  62. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval CriterionArmand Joulin, Piotr Bojanowski, Tomas Mikolov, et al.2018 · 477 citations
  63. A Simple and Effective Hierarchical Phrase Reordering ModelMichel Galley, Christopher D. Manning2008 · 472 citations
  64. Demographic Dialectal Variation in Social Media: A Case Study of African-American EnglishSu Lin Blodgett, Lisa Green, Brendan O'Connor2016 · 470 citations
  65. ASTD: Arabic Sentiment Tweets DatasetMahmoud Nabil, Mohamed Aly, Amir Atiya2015 · 470 citations
  66. XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningEdoardo Maria Ponti, Goran Glavaš, Olga Majewska, et al.2020 · 465 citations
  67. Reducing Gender Bias in Abusive Language DetectionJi Ho Park, Jamin Shin, Pascale Fung2018 · 464 citations
  68. From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual TransformersAnne Lauscher, Vinit Ravishankar, Ivan Vulić, et al.2020 · 461 citations
  69. Deep Reinforcement Learning for Mention-Ranking Coreference ModelsKevin Clark, Christopher D. Manning2016 · 461 citations
  70. Automatic Evaluation of Translation Quality for Distant Language PairsHideki Isozaki, Tsutomu Hirao, Kevin Duh, et al.2010 · 461 citations
  71. Monolingual Machine Translation for Paraphrase GenerationChris Quirk, Chris Brockett, William Dolan2004 · 452 citations
  72. Meta-Learning for Low-Resource Neural Machine TranslationJiatao Gu, Yong Wang, Yun Chen, et al.2018 · 451 citations
  73. Large language models are few-shot clinical information extractorsMonica Agrawal, Stefan Hegselmann, Hunter Lang, et al.2022 · 448 citations
  74. CARER: Contextualized Affect Representations for Emotion RecognitionElvis Saravia, Hsien-Chi Toby Liu, Yen-Hao Huang, et al.2018 · 448 citations
  75. A Bootstrapping Method for Learning Semantic Lexicons using Extraction Pattern ContextsMichael Thelen, Ellen Riloff2002 · 448 citations
  76. Multi-Perspective Sentence Similarity Modeling with Convolutional Neural NetworksHua He, Kevin Gimpel, Jimmy Lin2015 · 447 citations
  77. A Multi-Pass Sieve for Coreference ResolutionKarthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, et al.2010 · 446 citations
  78. Has Machine Translation Achieved Human Parity? A Case for Document-level EvaluationSamuel Läubli, Rico Sennrich, Martin Volk2018 · 443 citations
  79. Modeling Joint Entity and Relation Extraction with Table RepresentationMakoto Miwa, Yutaka Sasaki2014 · 443 citations
  80. Neural versus Phrase-Based Machine Translation Quality: a Case StudyLuisa Bentivogli, Arianna Bisazza, Mauro Cettolo, et al.2016 · 436 citations
  81. Unsupervised Statistical Machine TranslationMikel Artetxe, Gorka Labaka, Eneko Agirre2018 · 432 citations
  82. PATTY: A Taxonomy of Relational Patterns with Semantic TypesNdapandula Nakashole, Gerhard Weikum, Fabian Suchanek2012 · 432 citations
  83. Inducing Domain-Specific Sentiment Lexicons from Unlabeled CorporaWilliam L. Hamilton, Kevin Clark, Jure Leskovec, et al.2016 · 431 citations
  84. Experience Grounds LanguageYonatan Bisk, Ari Holtzman, Jesse Thomason, et al.2020 · 429 citations
  85. Phrase Dependency Parsing for Opinion MiningYuanbin Wu, Qi Zhang, Xuanjing Huang, et al.2009 · 422 citations
  86. Event Extraction as Machine Reading ComprehensionJian Liu, Yubo Chen, Kang Liu, et al.2020 · 420 citations
  87. Deal or No Deal? End-to-End Learning of Negotiation DialoguesMike Lewis, Denis Yarats, Yann Dauphin, et al.2017 · 418 citations
  88. 75 Languages, 1 Model: Parsing Universal Dependencies UniversallyDan Kondratyuk, Milan Straka2019 · 415 citations
  89. Recognizing Implicit Discourse Relations in the Penn Discourse TreebankZiheng Lin, Min-Yen Kan, Hwee Tou Ng2009 · 412 citations
  90. Document-Level Neural Machine Translation with Hierarchical Attention NetworksLesly Miculicich, Dhananjay Ram, Nikolaos Pappas, et al.2018 · 411 citations
  91. Lattice-based Minimum Error Rate Training for Statistical Machine TranslationWolfgang Macherey, Franz Och, Ignacio Thayer, et al.2008 · 409 citations
  92. A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health SupportAshish Sharma, Adam Miner, David Atkins, et al.2020 · 408 citations
  93. Multilingual and Multi-Aspect Hate Speech AnalysisNedjma Ousidhoum, Zizheng Lin, Hongming Zhang, et al.2019 · 408 citations
  94. Exploiting Source-side Monolingual Data in Neural Machine TranslationJiajun Zhang, Chengqing Zong2016 · 408 citations
  95. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsTianbao Xie, Chen Henry Wu, Peng Shi, et al.2022 · 405 citations
  96. Corpus Variation and Parser PerformanceDaniel Gildea2001 · 404 citations
  97. Nested Named Entity RecognitionJenny Rose Finkel, Christopher D. Manning2009 · 403 citations
  98. Characterizing the Errors of Data-Driven Dependency Parsing ModelsRyan McDonald, Joakim Nivre2007 · 403 citations
  99. Depression and Self-Harm Risk Assessment in Online ForumsAndrew Yates, Arman Cohan, Nazli Goharian2017 · 401 citations
  100. Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMsMiguel Ballesteros, Chris Dyer, Noah A. Smith2015 · 401 citations

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