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Works of Annual Meeting of the Association for Computational Linguistics (ACL)

1,021 works · page 1 of 11 · the most cited first · ← Annual Meeting of the Association for…

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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. 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
  3. The Stanford CoreNLP Natural Language Processing ToolkitChristopher Manning, Mihai Surdeanu, John Bauer, et al.2014 · 8,620 citations
  4. Learning Word Vectors for Sentiment AnalysisAndrew L. Maas, Raymond E. Daly, Peter T. Pham, et al.2011 · 4,272 citations
  5. Energy and Policy Considerations for Deep Learning in NLPEmma Strubell, Ananya Ganesh, Andrew McCallum2019 · 4,049 citations
  6. Accurate Unlexicalized ParsingDan Klein, Christopher D. Manning2003 · 3,942 citations
  7. A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum CutsBo Pang, Lillian Lee2004 · 3,842 citations
  8. Incorporating Non-local Information into Information Extraction Systems by Gibbs SamplingJenny Rose Finkel, Trond Grenager, Christopher Manning2005 · 3,618 citations
  9. The Berkeley FrameNet ProjectCollin F. Baker, Charles J. Fillmore, John B. Lowe1998 · 3,544 citations
  10. Neural Machine Translation of Rare Words with Subword UnitsRico Sennrich, Barry Haddow, Alexandra Birch2016 · 3,409 citations
  11. Know What You Don't Know: Unanswerable Questions for SQuADPranav Rajpurkar, Robin Jia, Percy Liang2018 · 3,360 citations
  12. Verb Semantics and Lexical SelectionZhibiao Wu, Martha Palmer1994 · 3,276 citations
  13. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionMandar Joshi, Eunsol Choi, Daniel Weld, et al.2017 · 3,204 citations
  14. Unsupervised Word Sense Disambiguation Rivaling Supervised MethodsDavid Yarowsky1995 · 2,840 citations
  15. Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of ReviewsPeter Turney2002 · 2,826 citations
  16. Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating ScalesBo Pang, Lillian Lee2005 · 2,722 citations
  17. OpenNMT: Open-Source Toolkit for Neural Machine TranslationGuillaume Klein, Yoon Kim, Yuntian Deng, et al.2017 · 2,460 citations
  18. Word Representations: A Simple and General Method for Semi-Supervised LearningJoseph Turian, Lev-Arie Ratinov, Yoshua Bengio2010 · 2,421 citations
  19. Stanza: A Python Natural Language Processing Toolkit for Many Human LanguagesPeng Qi, Yuhao Zhang, Yuhui Zhang, et al.2020 · 2,347 citations
  20. Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment ClassificationJohn Blitzer, Mark Dredze, Fernando Pereira2007 · 2,329 citations
  21. Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image CaptioningPiyush Sharma, Nan Ding, Sebastian Goodman, et al.2018 · 2,278 citations
  22. Reading Wikipedia to Answer Open-Domain QuestionsDanqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2,250 citations
  23. Attention-Based Bidirectional Long Short-Term Memory Networks for Relation ClassificationPeng Zhou, Wei Shi, Jun Tian, et al.2016 · 2,216 citations
  24. Multimodal Transformer for Unaligned Multimodal Language SequencesYao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, et al.2019 · 2,170 citations
  25. How Multilingual is Multilingual BERT?Telmo Pires, Eva Schlinger, Dan Garrette2019 · 2,095 citations
  26. Automatic Retrieval and Clustering of Similar WordsDekang Lin1998 · 2,060 citations
  27. TruthfulQA: Measuring How Models Mimic Human FalsehoodsStephanie Lin, Jacob Hilton, Owain Evans2022 · 2,047 citations
  28. BERT Rediscovers the Classical NLP PipelineIan Tenney, Dipanjan Das, Ellie Pavlick2019 · 1,993 citations
  29. Making Pre-trained Language Models Better Few-shot LearnersTianyu Gao, Adam Fisch, Danqi Chen2021 · 1,952 citations
  30. Knowledge Graph Embedding via Dynamic Mapping MatrixGuoliang Ji, Shizhu He, Liheng Xu, et al.2015 · 1,936 citations
  31. Incorporating Copying Mechanism in Sequence-to-Sequence LearningJiatao Gu, Zhengdong Lu, Hang Li, et al.2016 · 1,895 citations
  32. Personalizing Dialogue Agents: I have a dog, do you have pets too?Saizheng Zhang, Emily Dinan, Jack Urbanek, et al.2018 · 1,839 citations
  33. “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News DetectionWilliam Yang Wang2017 · 1,801 citations
  34. What Does BERT Learn about the Structure of Language?Ganesh Jawahar, Benoît Sagot, Djamé Seddah2019 · 1,789 citations
  35. Language (Technology) is Power: A Critical Survey of “Bias” in NLPSu Lin Blodgett, Solon Barocas, Hal Daumé III, et al.2020 · 1,700 citations
  36. A Hierarchical Phrase-Based Model for Statistical Machine TranslationDavid Chiang2005 · 1,683 citations
  37. Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectorsMarco Baroni, Georgiana Dinu, Germán Kruszewski2014 · 1,678 citations
  38. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in ConversationsSoujanya Poria, Devamanyu Hazarika, Navonil Majumder, et al.2018 · 1,668 citations
  39. Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language InferenceR. Thomas McCoy, Ellie Pavlick, Tal Linzen2019 · 1,630 citations
  40. End-to-End Relation Extraction using LSTMs on Sequences and Tree StructuresMakoto Miwa, Mohit Bansal2016 · 1,596 citations
  41. Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedElena Voita, David Talbot, Fedor Moiseev, et al.2019 · 1,511 citations
  42. 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
  43. Multi-Task Deep Neural Networks for Natural Language UnderstandingXiaodong Liu, Pengcheng He, Weizhu Chen, et al.2019 · 1,501 citations
  44. The State and Fate of Linguistic Diversity and Inclusion in the NLP WorldPratik Joshi, Sebastin Santy, Amar Budhiraja, et al.2020 · 1,492 citations
  45. Improved Statistical Alignment ModelsFranz Josef Och, Hermann Ney2000 · 1,467 citations
  46. Discriminative Training and Maximum Entropy Models for Statistical Machine TranslationFranz Josef Och, Hermann Ney2002 · 1,461 citations
  47. GLM: General Language Model Pretraining with Autoregressive Blank InfillingZhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,449 citations
  48. Language-agnostic BERT Sentence EmbeddingFangxiaoyu Feng, Yinfei Yang, Daniel Cer, et al.2020 · 1,412 citations
  49. NLTK: The Natural Language ToolkitSteven Bird2006 · 1,372 citations
  50. Climbing towards NLU: On Meaning, Form, and Understanding in the Age of DataEmily M. Bender, Alexander Koller2020 · 1,371 citations
  51. Improving Word Representations via Global Context and Multiple Word PrototypesEric Huang, Richard Socher, Christopher Manning, et al.2012 · 1,349 citations
  52. Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationDuyu Tang, Furu Wei, Nan Yang, et al.2014 · 1,341 citations
  53. Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative RerankingEugene Charniak, Mark Johnson2005 · 1,312 citations
  54. COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAntoine Bosselut, Hannah Rashkin, Maarten Sap, et al.2019 · 1,282 citations
  55. Diachronic Word Embeddings Reveal Statistical Laws of Semantic ChangeWilliam L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 1,270 citations
  56. CamemBERT: a Tasty French Language ModelLouis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, et al.2019 · 1,262 citations
  57. Neural Responding Machine for Short-Text ConversationLifeng Shang, Zhengdong Lu, Hang Li2015 · 1,242 citations
  58. Learning Accurate, Compact, and Interpretable Tree AnnotationSlav Petrov, Leon Barrett, Romain Thibaux, et al.2006 · 1,242 citations
  59. Latent Retrieval for Weakly Supervised Open Domain Question AnsweringKenton Lee, Ming-Wei Chang, Kristina Toutanova2019 · 1,234 citations
  60. Online Large-Margin Training of Dependency ParsersRyan McDonald, Koby Crammer, Fernando Pereira2005 · 1,212 citations
  61. Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment ClassificationLi Dong, Furu Wei, Chuanqi Tan, et al.2014 · 1,211 citations
  62. An Empirical Study of Smoothing Techniques for Language ModelingStanley F. Chen, Joshua Goodman1996 · 1,209 citations
  63. Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order SensitivityYao Lu, Max Bartolo, Alastair Moore, et al.2022 · 1,187 citations
  64. Efficient Low-rank Multimodal Fusion With Modality-Specific FactorsZhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, et al.2018 · 1,174 citations
  65. Event Extraction via Dynamic Multi-Pooling Convolutional Neural NetworksYubo Chen, Liheng Xu, Kang Liu, et al.2015 · 1,170 citations
  66. On the Cross-lingual Transferability of Monolingual RepresentationsMikel Artetxe, Sebastian Ruder, Dani Yogatama2020 · 1,168 citations
  67. Distributional Clustering of English WordsFernando Pereira, Naftali Tishby, Lillian Lee1993 · 1,160 citations
  68. The Risk of Racial Bias in Hate Speech DetectionMaarten Sap, Dallas Card, Saadia Gabriel, et al.2019 · 1,148 citations
  69. StereoSet: Measuring stereotypical bias in pretrained language modelsMoin Nadeem, Anna Bethke, Siva Reddy2021 · 1,131 citations
  70. Baselines and Bigrams: Simple, Good Sentiment and Topic ClassificationSida Wang, Christopher Manning2012 · 1,116 citations
  71. Quantifying Attention Flow in TransformersSamira Abnar, Willem Zuidema2020 · 1,049 citations
  72. Three Generative, Lexicalised Models for Statistical ParsingMichael Collins1997 · 1,045 citations
  73. LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language ModelsYaowei Zheng, Richong Zhang, Junhao Zhang, et al.2024 · 1,035 citations
  74. What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic propertiesAlexis Conneau, German Kruszewski, Guillaume Lample, et al.2018 · 1,021 citations
  75. Context-Dependent Sentiment Analysis in User-Generated VideosSoujanya Poria, Erik Cambria, Devamanyu Hazarika, et al.2017 · 1,019 citations
  76. A Syntax-based Statistical Translation ModelKenji Yamada, Kevin Knight2001 · 1,018 citations
  77. P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and TasksXiao Liu, Kaixuan Ji, Yicheng Fu, et al.2022 · 1,013 citations
  78. MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited DevicesZhiqing Sun, Hongkun Yu, Xiaodan Song, et al.2020 · 1,003 citations
  79. Neural Summarization by Extracting Sentences and WordsJianpeng Cheng, Mirella Lapata2016 · 1,000 citations
  80. On Using Very Large Target Vocabulary for Neural Machine TranslationSébastien Jean, Kyunghyun Cho, Roland Memisevic, et al.2015 · 999 citations
  81. Dependency Tree Kernels for Relation ExtractionAron Culotta, Jeffrey Sorensen2004 · 998 citations
  82. Chinese NER Using Lattice LSTMYue Zhang, Jie Yang2018 · 990 citations
  83. Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational AutoencodersTiancheng Zhao, Ran Zhao, Maxine Eskenazi2017 · 986 citations
  84. Learning surface text patterns for a Question Answering SystemDeepak Ravichandran, Eduard Hovy2002 · 970 citations
  85. Exploring Various Knowledge in Relation ExtractionGuoDong Zhou, Jian Su, Jie Zhang, et al.2005 · 937 citations
  86. Automatic Evaluation of Machine Translation Quality Using Longest Common Subsequence and Skip-Bigram StatisticsChin-Yew Lin, Franz Josef Och2004 · 937 citations
  87. Modeling Coverage for Neural Machine TranslationZhaopeng Tu, Zhengdong Lu, Yang Liu, et al.2016 · 927 citations
  88. Collecting Highly Parallel Data for Paraphrase EvaluationDavid Chen, William Dolan2011 · 926 citations
  89. Improving Machine Learning Approaches to Coreference ResolutionVincent Ng, Claire Cardie2002 · 923 citations
  90. Leveraging Linguistic Structure For Open Domain Information ExtractionGabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning2015 · 921 citations
  91. Clause Restructuring for Statistical Machine TranslationMichael Collins, Philipp Koehn, Ivona Kučerová2005 · 918 citations
  92. Deep Unordered Composition Rivals Syntactic Methods for Text ClassificationMohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, et al.2015 · 914 citations
  93. Learning to Ask: Neural Question Generation for Reading ComprehensionXinya Du, Junru Shao, Claire Cardie2017 · 913 citations
  94. Joint Extraction of Entities and Relations Based on a Novel Tagging SchemeSuncong Zheng, Feng Wang, Hongyun Bao, et al.2017 · 902 citations
  95. Is Attention Interpretable?Sofia Serrano, Noah A. Smith2019 · 885 citations
  96. Generating Natural Language Adversarial Examples through Probability Weighted Word SaliencyShuhuai Ren, Yihe Deng, Kun He, et al.2019 · 884 citations
  97. Instance Weighting for Domain Adaptation in NLPJing Jiang, ChengXiang Zhai2007 · 870 citations
  98. Transition-Based Dependency Parsing with Stack Long Short-Term MemoryChris Dyer, Miguel Ballesteros, Wang Ling, et al.2015 · 857 citations
  99. Intelligent Selection of Language Model Training DataRobert C. Moore, William Lewis2010 · 848 citations
  100. A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddingsMikel Artetxe, Gorka Labaka, Eneko Agirre2018 · 847 citations

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