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Works of Association for Computational Linguistics

3,691 works · page 1 of 37 · the most cited first · ← Association for Computational Linguistics

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  1. Bleu: a Method for Automatic Evaluation of Machine TranslationKishore Papineni, Salim Roukos, Todd Ward, et al.2002 · 32,065 citations
  2. Transformers: State-of-the-Art Natural Language ProcessingThomas Wolf, Lysandre Debut, Victor Sanh, et al.2020 · 15,591 citations
  3. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionMike Lewis, Yinhan Liu, Naman Goyal, et al.2020 · 12,752 citations
  4. SQuAD: 100,000+ Questions for Machine Comprehension of TextPranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, et al.2016 · 9,488 citations
  5. The Stanford CoreNLP Natural Language Processing ToolkitChristopher Manning, Mihai Surdeanu, John Bauer, et al.2014 · 8,620 citations
  6. Thumbs up? Sentiment Classification using Machine Learning TechniquesBo Pang, Lillian Lee, Shivakumar Vaithyanathan2002 · 7,756 citations
  7. GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language UnderstandingAlex Wang, Amanpreet Singh, Julian Michael, et al.2018 · 7,141 citations
  8. METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human JudgmentsSatanjeev Banerjee, Alon Lavie2005 · 5,483 citations
  9. Hierarchical Attention Networks for Document ClassificationZichao Yang, Diyi Yang, Chris Dyer, et al.2016 · 5,409 citations
  10. Dense Passage Retrieval for Open-Domain Question AnsweringVladimir Karpukhin, Barlas Oguz, Sewon Min, et al.2020 · 5,370 citations
  11. SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text ProcessingTaku Kudo, John Richardson2018 · 4,461 citations
  12. Learning Word Vectors for Sentiment AnalysisAndrew L. Maas, Raymond E. Daly, Peter T. Pham, et al.2011 · 4,272 citations
  13. A Call for Clarity in Reporting BLEU ScoresMatt Post2018 · 4,130 citations
  14. Energy and Policy Considerations for Deep Learning in NLPEmma Strubell, Ananya Ganesh, Andrew McCallum2019 · 4,049 citations
  15. Recognizing Contextual Polarity in Phrase-Level Sentiment AnalysisTheresa Wilson, Janyce Wiebe, Paul Hoffmann2005 · 3,979 citations
  16. Accurate Unlexicalized ParsingDan Klein, Christopher D. Manning2003 · 3,942 citations
  17. fairseq: A Fast, Extensible Toolkit for Sequence ModelingMyle Ott, Sergey Edunov, Alexei Baevski, et al.2019 · 3,941 citations
  18. Incorporating Non-local Information into Information Extraction Systems by Gibbs SamplingJenny Rose Finkel, Trond Grenager, Christopher Manning2005 · 3,618 citations
  19. SciBERT: A Pretrained Language Model for Scientific TextIz Beltagy, Kyle Lo, Arman Cohan2019 · 3,548 citations
  20. HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringZhilin Yang, Peng Qi, Saizheng Zhang, et al.2018 · 3,489 citations
  21. Linguistic Regularities in Continuous Space Word RepresentationsTomas Mikolov, Wen-tau Yih, Geoffrey Zweig2013 · 3,482 citations
  22. Know What You Don't Know: Unanswerable Questions for SQuADPranav Rajpurkar, Robin Jia, Percy Liang2018 · 3,360 citations
  23. Verb Semantics and Lexical SelectionZhibiao Wu, Martha Palmer1994 · 3,276 citations
  24. The Proposition Bank: An Annotated Corpus of Semantic RolesMartha Palmer, Daniel Gildea, Paul Kingsbury2005 · 3,208 citations
  25. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionMandar Joshi, Eunsol Choi, Daniel Weld, et al.2017 · 3,204 citations
  26. Language Models as Knowledge Bases?Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, et al.2019 · 2,977 citations
  27. CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesZhangyin Feng, Daya Guo, Duyu Tang, et al.2020 · 2,954 citations
  28. A Diversity-Promoting Objective Function for Neural Conversation ModelsJiwei Li, Michel Galley, Chris Brockett, et al.2016 · 2,925 citations
  29. Unsupervised Word Sense Disambiguation Rivaling Supervised MethodsDavid Yarowsky1995 · 2,840 citations
  30. Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of ReviewsPeter Turney2002 · 2,826 citations
  31. Self-Attention with Relative Position RepresentationsPeter Shaw, Jakob Uszkoreit, Ashish Vaswani2018 · 2,811 citations
  32. Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating ScalesBo Pang, Lillian Lee2005 · 2,722 citations
  33. LXMERT: Learning Cross-Modality Encoder Representations from TransformersHao Tan, Mohit Bansal2019 · 2,714 citations
  34. Attention-based LSTM for Aspect-level Sentiment ClassificationYequan Wang, Minlie Huang, Xiaoyan Zhu, et al.2016 · 2,609 citations
  35. SpanBERT: Improving Pre-training by Representing and Predicting SpansMandar Joshi, Danqi Chen, Yinhan Liu, et al.2019 · 2,580 citations
  36. Lost in the Middle: How Language Models Use Long ContextsNelson F. Liu, Kevin Lin, John Hewitt, et al.2023 · 2,540 citations
  37. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron AlgorithmsMichael Collins2002 · 2,510 citations
  38. OpenNMT: Open-Source Toolkit for Neural Machine TranslationGuillaume Klein, Yoon Kim, Yuntian Deng, et al.2017 · 2,460 citations
  39. Statistical Significance Tests for Machine Translation EvaluationPhilipp Koehn2004 · 2,444 citations
  40. Word Representations: A Simple and General Method for Semi-Supervised LearningJoseph Turian, Lev-Arie Ratinov, Yoshua Bengio2010 · 2,421 citations
  41. SemEval-2014 Task 4: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, John Pavlopoulos, et al.2014 · 2,405 citations
  42. Meteor Universal: Language Specific Translation Evaluation for Any Target LanguageMichael Denkowski, Alon Lavie2014 · 2,392 citations
  43. Generating Sentences from a Continuous SpaceSamuel R. Bowman, Luke Vilnis, Oriol Vinyals, et al.2016 · 2,367 citations
  44. Stanza: A Python Natural Language Processing Toolkit for Many Human LanguagesPeng Qi, Yuhao Zhang, Yuhui Zhang, et al.2020 · 2,347 citations
  45. Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment ClassificationJohn Blitzer, Mark Dredze, Fernando Pereira2007 · 2,329 citations
  46. A Fast and Accurate Dependency Parser using Neural NetworksDanqi Chen, Christopher Manning2014 · 2,301 citations
  47. Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image CaptioningPiyush Sharma, Nan Ding, Sebastian Goodman, et al.2018 · 2,278 citations
  48. Named Entity Recognition with Bidirectional LSTM-CNNsJason P. C. Chiu, Eric Nichols2015 · 2,276 citations
  49. Reading Wikipedia to Answer Open-Domain QuestionsDanqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2,250 citations
  50. Attention-Based Bidirectional Long Short-Term Memory Networks for Relation ClassificationPeng Zhou, Wei Shi, Jun Tian, et al.2016 · 2,216 citations
  51. FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos, et al.2018 · 2,205 citations
  52. Multimodal Transformer for Unaligned Multimodal Language SequencesYao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, et al.2019 · 2,170 citations
  53. Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on TwitterZeerak Waseem, Dirk Hovy2016 · 2,158 citations
  54. Tensor Fusion Network for Multimodal Sentiment AnalysisAmir Zadeh, Minghai Chen, Soujanya Poria, et al.2017 · 2,107 citations
  55. chrF: character n-gram F-score for automatic MT evaluationMaja Popović2015 · 2,105 citations
  56. How Multilingual is Multilingual BERT?Telmo Pires, Eva Schlinger, Dan Garrette2019 · 2,095 citations
  57. Automatic Retrieval and Clustering of Similar WordsDekang Lin1998 · 2,060 citations
  58. TruthfulQA: Measuring How Models Mimic Human FalsehoodsStephanie Lin, Jacob Hilton, Owain Evans2022 · 2,047 citations
  59. Head-Driven Statistical Models for Natural Language ParsingMichael Collins2003 · 2,001 citations
  60. BERT Rediscovers the Classical NLP PipelineIan Tenney, Dipanjan Das, Ellie Pavlick2019 · 1,993 citations
  61. Making Pre-trained Language Models Better Few-shot LearnersTianyu Gao, Adam Fisch, Danqi Chen2021 · 1,952 citations
  62. Knowledge Graph Embedding via Dynamic Mapping MatrixGuoliang Ji, Shizhu He, Liheng Xu, et al.2015 · 1,936 citations
  63. Adversarial Examples for Evaluating Reading Comprehension SystemsRobin Jia, Percy Liang2017 · 1,935 citations
  64. Abstract Meaning Representation for SembankingLaura Banarescu, Claire Bonial, Shu Cai, et al.2013 · 1,915 citations
  65. Extracting Product Features and Opinions from ReviewsAna-Maria Popescu, Oren Etzioni2005 · 1,904 citations
  66. AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated PromptsTaylor Shin, Yasaman Razeghi, Robert L. Logan IV, et al.2020 · 1,879 citations
  67. Personalizing Dialogue Agents: I have a dog, do you have pets too?Saizheng Zhang, Emily Dinan, Jack Urbanek, et al.2018 · 1,839 citations
  68. Design Challenges and Misconceptions in Named Entity RecognitionLev Ratinov, Dan Roth2009 · 1,836 citations
  69. “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News DetectionWilliam Yang Wang2017 · 1,801 citations
  70. A Survey on Hate Speech Detection using Natural Language ProcessingAnna Schmidt, Michael Wiegand2017 · 1,799 citations
  71. Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language InferenceTimo Schick, Hinrich Schütze2021 · 1,796 citations
  72. Domain Adaptation with Structural Correspondence LearningJohn Blitzer, Ryan McDonald, Fernando Pereira2006 · 1,792 citations
  73. What Does BERT Learn about the Structure of Language?Ganesh Jawahar, Benoît Sagot, Djamé Seddah2019 · 1,789 citations
  74. COMET: A Neural Framework for MT EvaluationRicardo Rei, Craig Stewart, Ana C Farinha, et al.2020 · 1,784 citations
  75. Survey Article: Inter-Coder Agreement for Computational LinguisticsRon Artstein, Massimo Poesio2008 · 1,770 citations
  76. KenLM: Faster and Smaller Language Model QueriesKenneth Heafield2011 · 1,759 citations
  77. TnT – A Statistical Part-of-Speech TaggerThorsten Brants2000 · 1,756 citations
  78. Language (Technology) is Power: A Critical Survey of “Bias” in NLPSu Lin Blodgett, Solon Barocas, Hal Daumé III, et al.2020 · 1,700 citations
  79. A Hierarchical Phrase-Based Model for Statistical Machine TranslationDavid Chiang2005 · 1,683 citations
  80. Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectorsMarco Baroni, Georgiana Dinu, Germán Kruszewski2014 · 1,678 citations
  81. Document Modeling with Gated Recurrent Neural Network for Sentiment ClassificationDuyu Tang, Bing Qin, Ting Liu2015 · 1,675 citations
  82. Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringGautier Izacard, Edouard Grave2021 · 1,674 citations
  83. SemEval-2016 Task 5: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, Haris Papageorgiou, et al.2016 · 1,656 citations
  84. Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual GroundingAkira Fukui, Dong Huk Park, Daylen Yang, et al.2016 · 1,642 citations
  85. Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language InferenceR. Thomas McCoy, Ellie Pavlick, Tal Linzen2019 · 1,630 citations
  86. Hierarchical Phrase-Based TranslationDavid Chiang2007 · 1,628 citations
  87. RACE: Large-scale ReAding Comprehension Dataset From ExaminationsGuokun Lai, Qizhe Xie, Hanxiao Liu, et al.2017 · 1,619 citations
  88. Evaluating WordNet-based Measures of Lexical Semantic RelatednessAlexander Budanitsky, Graeme Hirst2006 · 1,610 citations
  89. Recurrent Continuous Translation ModelsNal Kalchbrenner, Phil Blunsom2013 · 1,597 citations
  90. End-to-End Relation Extraction using LSTMs on Sequences and Tree StructuresMakoto Miwa, Mohit Bansal2016 · 1,596 citations
  91. A Decomposable Attention Model for Natural Language InferenceAnkur Parikh, Oscar Täckström, Dipanjan Das, et al.2016 · 1,589 citations
  92. Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL TaskTao Yu, Rui Zhang, Kai Yang, et al.2018 · 1,582 citations
  93. Semantic Compositionality through Recursive Matrix-Vector SpacesRichard Socher, Brody Huval, Christopher D. Manning, et al.2012 · 1,559 citations
  94. Universal Sentence Encoder for EnglishDaniel Cer, Yinfei Yang, Sheng-yi Kong, et al.2018 · 1,544 citations
  95. Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion GraphAmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria, et al.2018 · 1,506 citations
  96. Multi-Task Deep Neural Networks for Natural Language UnderstandingXiaodong Liu, Pengcheng He, Weizhu Chen, et al.2019 · 1,501 citations
  97. CLIPScore: A Reference-free Evaluation Metric for Image CaptioningJack Hessel, Ari Holtzman, Maxwell Forbes, et al.2021 · 1,498 citations
  98. LEGAL-BERT: The Muppets straight out of Law SchoolIlias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, et al.2020 · 1,490 citations
  99. Improved Statistical Alignment ModelsFranz Josef Och, Hermann Ney2000 · 1,467 citations
  100. Discriminative Training and Maximum Entropy Models for Statistical Machine TranslationFranz Josef Och, Hermann Ney2002 · 1,461 citations

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