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Works of Association for Computational Linguistics

3,691 works · page 14 of 37 · the most cited first · ← Association for Computational Linguistics

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  1. Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph InformationMichele Bevilacqua, Roberto Navigli2020 · 232 citations
  2. Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encodersTerra Blevins, Luke Zettlemoyer2020 · 232 citations
  3. Classical Structured Prediction Losses for Sequence to Sequence LearningSergey Edunov, Myle Ott, Michael Auli, et al.2018 · 232 citations
  4. A Study of Reinforcement Learning for Neural Machine TranslationLijun Wu, Fei Tian, Tao Qin, et al.2018 · 232 citations
  5. Commonsense Knowledge Base CompletionXiang Li, Aynaz Taheri, Lifu Tu, et al.2016 · 232 citations
  6. Compositional Questions Do Not Necessitate Multi-hop ReasoningSewon Min, Eric Wallace, Sameer Singh, et al.2019 · 231 citations
  7. Step-by-Step: Separating Planning from Realization in Neural Data-to-Text GenerationAmit Moryossef, Yoav Goldberg, Ido Dagan2019 · 230 citations
  8. From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal LikelihoodKelvin Guu, Panupong Pasupat, Evan Liu, et al.2017 · 230 citations
  9. Linguistic Input Features Improve Neural Machine TranslationRico Sennrich, Barry Haddow2016 · 230 citations
  10. SemEval-2015 Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)Wei Xu, Chris Callison-Burch, Bill Dolan2015 · 230 citations
  11. Detecting Hallucinated Content in Conditional Neural Sequence GenerationChunting Zhou, Graham Neubig, Jiatao Gu, et al.2021 · 229 citations
  12. Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language TechnologiesSunipa Dev, Masoud Monajatipoor, Anaelia Ovalle, et al.2021 · 228 citations
  13. CCAligned: A Massive Collection of Cross-Lingual Web-Document PairsAhmed El-Kishky, Vishrav Chaudhary, Francisco Guzmán, et al.2020 · 228 citations
  14. Cross-topic Argument Mining from Heterogeneous SourcesChristian Stab, Tristan Miller, Benjamin Schiller, et al.2018 · 228 citations
  15. Broad-coverage CCG Semantic Parsing with AMRYoav Artzi, Kenton Lee, Luke Zettlemoyer2015 · 228 citations
  16. DEGREE: A Data-Efficient Generation-Based Event Extraction ModelI-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, et al.2022 · 227 citations
  17. Open-Domain Question Answering Goes Conversational via Question RewritingRaviteja Anantha, Svitlana Vakulenko, Zhucheng Tu, et al.2021 · 227 citations
  18. Neural CRF Model for Sentence Alignment in Text SimplificationChao Jiang, Mounica Maddela, Wuwei Lan, et al.2020 · 227 citations
  19. SParC: Cross-Domain Semantic Parsing in ContextTao Yu, Rui Zhang, Michihiro Yasunaga, et al.2019 · 227 citations
  20. Findings of the Third Shared Task on Multimodal Machine TranslationLoïc Barrault, Fethi Bougares, Lucia Specia, et al.2018 · 227 citations
  21. The University of Edinburgh's Neural MT Systems for WMT17Rico Sennrich, Alexandra Birch, Anna Currey, et al.2017 · 227 citations
  22. A Language-Independent Neural Network for Event DetectionXiaocheng Feng, Lifu Huang, Duyu Tang, et al.2016 · 226 citations
  23. Hybrid Simplification using Deep Semantics and Machine TranslationShashi Narayan, Claire Gardent2014 · 226 citations
  24. SemEval-2007 Task 07: Coarse-Grained English All-Words TaskRoberto Navigli, Kenneth C. Litkowski, Orin Hargraves2007 · 226 citations
  25. Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument ExtractionYubo Ma, Zehao Wang, Yixin Cao, et al.2022 · 225 citations
  26. Interpretation of Natural Language Rules in Conversational Machine ReadingMarzieh Saeidi, Max Bartolo, Patrick Lewis, et al.2018 · 225 citations
  27. MTNT: A Testbed for Machine Translation of Noisy TextPaul Michel, Graham Neubig2018 · 224 citations
  28. Joint Determination of Anaphoricity and Coreference Resolution using Integer ProgrammingPascal Denis, Jason Baldridge2007 · 224 citations
  29. BLEU might be Guilty but References are not InnocentMarkus Freitag, David Grangier, Isaac Caswell2020 · 223 citations
  30. Unsupervised Evaluation of Interactive Dialog with DialoGPTShikib Mehri, Maxine Eskenazi2020 · 223 citations
  31. Richer Event Description: Integrating event coreference with temporal, causal and bridging annotationTim O'Gorman, Kristin Wright-Bettner, Martha Palmer2016 · 223 citations
  32. MITRE at SemEval-2016 Task 6: Transfer Learning for Stance DetectionGuido Zarrella, Amy Marsh2016 · 223 citations
  33. Modeling Argument Strength in Student EssaysIsaac Persing, Vincent Ng2015 · 223 citations
  34. Improving Text Simplification Language Modeling Using Unsimplified Text DataDavid Kauchak2013 · 223 citations
  35. Unsupervised Models for Coreference ResolutionVincent Ng2008 · 223 citations
  36. SLURP: A Spoken Language Understanding Resource PackageEmanuele Bastianelli, Andrea Vanzo, Pawel Swietojanski, et al.2020 · 222 citations
  37. Learning to Faithfully Rationalize by ConstructionSarthak Jain, Sarah Wiegreffe, Yuval Pinter, et al.2020 · 222 citations
  38. GLUECoS: An Evaluation Benchmark for Code-Switched NLPSimran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, et al.2020 · 222 citations
  39. Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine TranslationMarcin Junczys-Dowmunt2019 · 222 citations
  40. The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling ObjectivesElena Voita, Rico Sennrich, Ivan Titov2019 · 222 citations
  41. Text Readability Assessment for Second Language LearnersMenglin Xia, Ekaterina Kochmar, Ted Briscoe2016 · 222 citations
  42. Putting it Simply: a Context-Aware Approach to Lexical SimplificationOr Biran, Samuel Brody, Noémie Elhadad2011 · 222 citations
  43. HoVer: A Dataset for Many-Hop Fact Extraction And Claim VerificationYichen Jiang, Shikha Bordia, Zheng Zhong, et al.2020 · 221 citations
  44. Reasoning Over Semantic-Level Graph for Fact CheckingWanjun Zhong, Jingjing Xu, Duyu Tang, et al.2020 · 221 citations
  45. Few-Shot Charge Prediction with Discriminative Legal AttributesZikun Hu, Xiang Li, Cunchao Tu, et al.2018 · 221 citations
  46. Unsupervised Multilingual Learning for Morphological SegmentationBenjamin Snyder, Regina Barzilay2008 · 221 citations
  47. Beyond BLEU: Training Neural Machine Translation with Semantic SimilarityJohn Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, et al.2019 · 220 citations
  48. Towards String-To-Tree Neural Machine TranslationRoee Aharoni, Yoav Goldberg2017 · 220 citations
  49. Loosely Tree-Based Alignment for Machine TranslationDaniel Gildea2003 · 220 citations
  50. Two Contrasting Data Annotation Paradigms for Subjective NLP TasksPaul Röttger, Bertie Vidgen, Dirk Hovy, et al.2022 · 219 citations
  51. Multilingual Translation from Denoising Pre-TrainingYuqing Tang, Chau Tran, Xian Li, et al.2021 · 219 citations
  52. Generating Fact Checking ExplanationsPepa Atanasova, Jakob Grue Simonsen, Christina Lioma, et al.2020 · 219 citations
  53. What Happens To BERT Embeddings During Fine-tuning?Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, et al.2020 · 219 citations
  54. A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource LanguagesPedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot2020 · 219 citations
  55. Head-Driven Phrase Structure Grammar Parsing on Penn TreebankJunru Zhou, Hai Zhao2019 · 219 citations
  56. Joint prediction in MST-style discourse parsing for argumentation miningAndreas Peldszus, Manfred Stede2015 · 219 citations
  57. Unsupervised Question Decomposition for Question AnsweringEthan Perez, Patrick Lewis, Wen-tau Yih, et al.2020 · 218 citations
  58. The MADAR Shared Task on Arabic Fine-Grained Dialect IdentificationHouda Bouamor, Sabit Hassan, Nizar Habash2019 · 218 citations
  59. Automatically Evaluating Text Coherence Using Discourse RelationsZiheng Lin, Hwee Tou Ng, Min-Yen Kan2011 · 218 citations
  60. Factual Error Correction for Abstractive Summarization ModelsMeng Cao, Yue Dong, Jiapeng Wu, et al.2020 · 217 citations
  61. SciREX: A Challenge Dataset for Document-Level Information ExtractionSarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, et al.2020 · 217 citations
  62. The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit WarrantsIvan Habernal, Henning Wachsmuth, Iryna Gurevych, et al.2018 · 217 citations
  63. Probing for semantic evidence of composition by means of simple classification tasksAllyson Ettinger, Ahmed Elgohary, Philip Resnik2016 · 217 citations
  64. Modelling Sarcasm in Twitter, a Novel ApproachFrancesco Barbieri, Horacio Saggion, Francesco Ronzano2014 · 217 citations
  65. Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity RecognitionJana Straková, Milan Straka, Jan Hajič2014 · 217 citations
  66. Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse AnalysisShafiq Joty, Giuseppe Carenini, Raymond Ng, et al.2013 · 217 citations
  67. Arabic Morphological Tagging, Diacritization, and Lemmatization Using Lexeme Models and Feature RankingRyan Roth, Owen Rambow, Nizar Habash, et al.2008 · 217 citations
  68. Making Language Models Better Reasoners with Step-Aware VerifierYifei Li, Zeqi Lin, Shizhuo Zhang, et al.2023 · 216 citations
  69. Distilling Reasoning Capabilities into Smaller Language ModelsKumar Shridhar, Alessandro Stolfo, Mrinmaya Sachan2023 · 216 citations
  70. Structured Pruning Learns Compact and Accurate ModelsMengzhou Xia, Zexuan Zhong, Danqi Chen2022 · 216 citations
  71. Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-Trained Language ModelsBill Yuchen Lin, Seyeon Lee, Rahul Khanna, et al.2020 · 216 citations
  72. YiSi - a Unified Semantic MT Quality Evaluation and Estimation Metric for Languages with Different Levels of Available ResourcesChi-kiu Lo2019 · 216 citations
  73. Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexMinjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, et al.2019 · 216 citations
  74. Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language ModelsRobert Logan IV, Ivana Balazevic, Eric Wallace, et al.2022 · 215 citations
  75. Annotating and Modeling Fine-grained Factuality in SummarizationTanya Goyal, Greg Durrett2021 · 215 citations
  76. Measuring Association Between Labels and Free-Text RationalesSarah Wiegreffe, Ana Marasović, Noah A. Smith2021 · 215 citations
  77. ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsFernando Alva-Manchego, Louis Martin, Antoine Bordes, et al.2020 · 215 citations
  78. Syntactic Data Augmentation Increases Robustness to Inference HeuristicsJunghyun Min, R. Thomas McCoy, Dipanjan Das, et al.2020 · 215 citations
  79. OpenKiwi: An Open Source Framework for Quality EstimationFabio Kepler, Jonay Trénous, Marcos Treviso, et al.2019 · 215 citations
  80. Coreference Resolution in a Modular, Entity-Centered ModelAria Haghighi, Dan Klein2010 · 215 citations
  81. Systematic Inequalities in Language Technology Performance across the World's LanguagesDamian Blasi, Antonios Anastasopoulos, Graham Neubig2022 · 214 citations
  82. Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood TrainingMargaret Li, Stephen Roller, Ilia Kulikov, et al.2020 · 214 citations
  83. Probing the Need for Visual Context in Multimodal Machine TranslationOzan Caglayan, Pranava Madhyastha, Lucia Specia, et al.2019 · 214 citations
  84. Learning to Parse and Translate Improves Neural Machine TranslationAkiko Eriguchi, Yoshimasa Tsuruoka, Kyunghyun Cho2017 · 214 citations
  85. CharacTer: Translation Edit Rate on Character LevelWeiyue Wang, Jan-Thorsten Peter, Hendrik Rosendahl, et al.2016 · 214 citations
  86. A Global Joint Model for Semantic Role LabelingKristina Toutanova, Aria Haghighi, Christopher D. Manning2008 · 214 citations
  87. Maieutic Prompting: Logically Consistent Reasoning with Recursive ExplanationsJaehun Jung, Lianhui Qin, Sean Welleck, et al.2022 · 213 citations
  88. An Unsupervised Sentence Embedding Method by Mutual Information MaximizationYan Zhang, Ruidan He, Zuozhu Liu, et al.2020 · 213 citations
  89. Improved Statistical Machine Translation Using Monolingually-Derived ParaphrasesYuval Marton, Chris Callison-Burch, Philip Resnik2009 · 213 citations
  90. Meaningful Clustering of Senses Helps Boost Word Sense Disambiguation PerformanceRoberto Navigli2006 · 213 citations
  91. Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language ModelsMosh Levy, Alon Jacoby, Yoav Goldberg2024 · 212 citations
  92. MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their TargetsShraman Pramanick, Shivam Sharma, Dimitar Dimitrov, et al.2021 · 212 citations
  93. TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction TaskChristoph Alt, Aleksandra Gabryszak, Leonhard Hennig2020 · 212 citations
  94. Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence RerankingTsung-Hsien Wen, Milica Gašić, Dongho Kim, et al.2015 · 212 citations
  95. First-Order Probabilistic Models for Coreference ResolutionAron Culotta, Michael Wick, Andrew McCallum2007 · 212 citations
  96. Two-level Description of Turkish MorphologyKemal Oflazer1993 · 212 citations
  97. An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language ModelsNicholas Meade, Elinor Poole-Dayan, Siva Reddy2022 · 211 citations
  98. HopeEDI: A Multilingual Hope Speech Detection Dataset for Equality, Diversity, and InclusionBharathi Raja Chakravarthi2020 · 211 citations
  99. Syntax for Semantic Role Labeling, To Be, Or Not To BeShexia He, Zuchao Li, Hai Zhao, et al.2018 · 211 citations
  100. Are Word Embedding-based Features Useful for Sarcasm Detection?Aditya Joshi, Vaibhav Tripathi, Kevin Patel, et al.2016 · 211 citations

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