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Works of The MIT Press

232 works · page 2 of 3 · the most cited first · ← The MIT Press

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  1. Linear Algebraic Structure of Word Senses, with Applications to PolysemySanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2018 · 247 citations
  2. Hallucinations in Large Multilingual Translation ModelsNuno M. Guerreiro, Duarte M. Alves, Jonas Waldendorf, et al.2023 · 244 citations
  3. Argumentation Mining in User-Generated Web DiscourseIvan Habernal, Iryna Gurevych2017 · 243 citations
  4. Amnesic Probing: Behavioral Explanation with Amnesic CounterfactualsYanai Elazar, Shauli Ravfogel, Alon Jacovi, et al.2021 · 241 citations
  5. The Benefits of a Model of AnnotationRebecca J. Passonneau, Bob Carpenter2014 · 238 citations
  6. Machine TransliterationKevin Knight, Jonathan Graehl1998 · 237 citations
  7. FeTaQA: Free-form Table Question AnsweringLinyong Nan, Chiachun Hsieh, Ziming Mao, et al.2022 · 234 citations
  8. Learning to Understand Phrases by Embedding the DictionaryFelix Hill, Kyunghyun Cho, Anna Korhonen, et al.2016 · 234 citations
  9. Break It Down: A Question Understanding BenchmarkTomer Wolfson, Mor Geva, Ankit Gupta, et al.2020 · 218 citations
  10. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 217 citations
  11. Squibs: What Is a Paraphrase?Rahul Bhagat, Eduard Hovy2013 · 216 citations
  12. An Empirical Analysis of Formality in Online CommunicationEllie Pavlick, Joel Tetreault2016 · 215 citations
  13. Data-Driven Sentence Simplification: Survey and BenchmarkFernando Alva-Manchego, Carolina Scarton, Lucia Specia2020 · 213 citations
  14. Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?Byung-Doh Oh, William Schuler2023 · 211 citations
  15. Exploring Human-Like Translation Strategy with Large Language ModelsZhiwei He, Tian Liang, Wenxiang Jiao, et al.2024 · 207 citations
  16. Did It Happen? The Pragmatic Complexity of Veridicality AssessmentMarie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts2012 · 202 citations
  17. Measuring Attribution in Natural Language Generation ModelsHannah Rashkin, Vitaly Nikolaev, Matthew Lamm, et al.2023 · 198 citations
  18. One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse RelationsYangfeng Ji, Jacob Eisenstein2015 · 198 citations
  19. Statistical Metaphor ProcessingEkaterina Shutova, Simone Teufel, Anna Korhonen2013 · 196 citations
  20. Multilingual Projection for Parsing Truly Low-Resource LanguagesŽeljko Agić, Anders Johannsen, Barbara Plank, et al.2016 · 195 citations
  21. Towards Faithful Model Explanation in NLP: A SurveyQing Lyu, Marianna Apidianaki, Chris Callison-Burch2024 · 194 citations
  22. Ordinal Common-sense InferenceSheng Zhang, Rachel Rudinger, Kevin Duh, et al.2017 · 192 citations
  23. Supervised and Unsupervised Neural Approaches to Text ReadabilityMatej Martinc, Senja Pollak, Marko Robnik-Šikonja2021 · 190 citations
  24. Clustering and Diversifying Web Search Results with Graph-Based Word Sense InductionAntonio Di Marco, Roberto Navigli2013 · 184 citations
  25. Planning with Learned Entity Prompts for Abstractive SummarizationShashi Narayan, Yao Zhao, Joshua Maynez, et al.2021 · 180 citations
  26. On Generative Spoken Language Modeling from Raw AudioKushal Lakhotia, Eugene Kharitonov, Wei-Ning Hsu, et al.2021 · 165 citations
  27. When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMsRyo Kamoi, Yusen Zhang, Nan Zhang, et al.2024 · 159 citations
  28. Semantic Neural Machine Translation Using AMRLinfeng Song, Daniel Gildea, Yue Zhang, et al.2019 · 159 citations
  29. Discriminative Lexical Semantic Segmentation with Gaps: Running the MWE GamutNathan Schneider, Emily Danchik, Chris Dyer, et al.2014 · 159 citations
  30. Testing the Predictions of Surprisal Theory in 11 LanguagesEthan G. Wilcox, Tiago Pimentel, Clara Meister, et al.2023 · 158 citations
  31. Automatic Detection and Language Identification of Multilingual DocumentsMarco Lui, Jey Han Lau, Timothy Baldwin2014 · 157 citations
  32. The (Un)Suitability of Automatic Evaluation Metrics for Text SimplificationFernando Alva-Manchego, Carolina Scarton, Lucia Specia2021 · 156 citations
  33. Reflections on the Penn Discourse TreeBank, Comparable Corpora, and Complementary AnnotationRashmi Prasad, Bonnie Webber, Aravind Joshi2014 · 156 citations
  34. Colors in Context: A Pragmatic Neural Model for Grounded Language UnderstandingWill Monroe, Robert X.D. Hawkins, Noah D. Goodman, et al.2017 · 155 citations
  35. Unsupervised Quality Estimation for Neural Machine TranslationMarina Fomicheva, Shuo Sun, Lisa Yankovskaya, et al.2020 · 153 citations
  36. Locally Typical SamplingClara Meister, Tiago Pimentel, Gian Wiher, et al.2023 · 152 citations
  37. MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse LanguagesXinyu Zhang, Nandan Thakur, Odunayo Ogundepo, et al.2023 · 148 citations
  38. Statistical Properties of Probabilistic Context-Free GrammarsZhiyi Chi1999 · 145 citations
  39. Mapping to Declarative Knowledge for Word Problem SolvingSubhro Roy, Dan Roth2018 · 143 citations
  40. Syntax-Guided Controlled Generation of ParaphrasesAshutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, et al.2020 · 131 citations
  41. Scheduled Multi-Task Learning: From Syntax to TranslationEliyahu Kiperwasser, Miguel Ballesteros2018 · 130 citations
  42. Still a Pain in the Neck: Evaluating Text Representations on Lexical CompositionVered Shwartz, Ido Dagan2019 · 129 citations
  43. A Corpus-Based Evaluation of Centering and Pronoun ResolutionJoel R. Tetreault2001 · 125 citations
  44. Machine Learning for Ancient Languages: A SurveyThea Sommerschield, Yannis Assael, John Pavlopoulos, et al.2023 · 123 citations
  45. Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence NetworksR. Thomas McCoy, Robert Frank, Tal Linzen2020 · 122 citations
  46. High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural MetricsMarkus Freitag, David Grangier, Qijun Tan, et al.2022 · 120 citations
  47. Task-Oriented Dialogue as Dataflow SynthesisJacob Andreas, John Bufe, David Burkett, et al.2020 · 119 citations
  48. Sarcasm Analysis Using Conversation ContextDebanjan Ghosh, Alexander R. Fabbri, Smaranda Muresan2018 · 118 citations
  49. Latent Structures for Coreference ResolutionSebastian Martschat, Michael Strube2015 · 111 citations
  50. Dependency Parsing of Modern Standard Arabic with Lexical and Inflectional FeaturesYuval Marton, Nizar Habash, Owen Rambow2013 · 109 citations
  51. The Repair of Speech Act Misunderstandings by Abductive InferenceSusan W. McRoy, Graeme Hirst1995 · 109 citations
  52. AMR-To-Text Generation with Graph TransformerTianming Wang, Xiaojun Wan, Hanqi Jin2020 · 108 citations
  53. Investigating Reasons for Disagreement in Natural Language InferenceNan-Jiang Jiang, Marie-Catherine de Marneffe2022 · 104 citations
  54. Measuring Machine Translation Errors in New DomainsAnn Irvine, John Morgan, Marine Carpuat, et al.2013 · 104 citations
  55. In-Order Transition-based Constituent ParsingJiangming Liu, Yue Zhang2017 · 98 citations
  56. The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New LanguagesDingquan Wang, Jason Eisner2016 · 98 citations
  57. Multitiered Nonlinear Morphology Using Multitape Finite Automata: A Case Study on Syriac and ArabicGeorge Anton Kiraz2000 · 96 citations
  58. Minimally-Supervised Morphological Segmentation using Adaptor GrammarsKairit Sirts, Sharon Goldwater2013 · 94 citations
  59. It's not Rocket Science: Interpreting Figurative Language in NarrativesTuhin Chakrabarty, Yejin Choi, Vered Shwartz2022 · 91 citations
  60. An Empirical Approach to VP EllipsisDaniel Hardt1997 · 86 citations
  61. Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language GenerationPatrick Fernandes, Aman Madaan, Emmy Liu, et al.2023 · 84 citations
  62. Binarization of Synchronous Context-Free GrammarsLiang Huang, Hao Zhang, Daniel Gildea, et al.2009 · 84 citations
  63. Unsupervised Event Coreference ResolutionCosmin Adrian Bejan, Sanda Harabagiu2014 · 83 citations
  64. A Context-Theoretic Framework for Compositionality in Distributional SemanticsDaoud Clarke2012 · 83 citations
  65. Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level PredictionDaniela Gerz, Ivan Vulić, Edoardo Ponti, et al.2018 · 82 citations
  66. An Algorithm for Anaphora Resolution in Spanish TextsManuel Palomar, Antonio Ferrández, Lidia Moreno, et al.2001 · 78 citations
  67. Coreference Resolution through a seq2seq Transition-Based SystemBernd Bohnet, Chris Alberti, Michael Collins2023 · 77 citations
  68. Modality and Negation in SIMT Use of Modality and Negation in Semantically-Informed Syntactic MTKathryn Baker, Michael Bloodgood, Bonnie J. Dorr, et al.2012 · 77 citations
  69. A Dependency Perspective on RST Discourse Parsing and EvaluationMathieu Morey, Philippe Muller, Nicholas Asher2018 · 76 citations
  70. Idiomatic Expression Identification using Semantic CompatibilityZiheng Zeng, Suma Bhat2021 · 75 citations
  71. Annotation Error Detection: Analyzing the Past and Present for a More Coherent FutureJan-Christoph Klie, Bonnie Webber, Iryna Gurevych2023 · 73 citations
  72. Toward Gender-Inclusive Coreference Resolution: An Analysis of Gender and Bias Throughout the Machine Learning Lifecycle*Yang Trista Cao, Hal Daumé III2021 · 71 citations
  73. Context-aware Frame-Semantic Role LabelingMichael Roth, Mirella Lapata2015 · 69 citations
  74. A Graph-based Lattice Dependency Parser for Joint Morphological Segmentation and Syntactic AnalysisWolfgang Seeker, Özlem Çetinoğlu2015 · 66 citations
  75. Unrestricted Bridging ResolutionYufang Hou, Katja Markert, Michael Strube2018 · 65 citations
  76. Latent Trees for Coreference ResolutionEraldo Rezende Fernandes, Cícero Nogueira dos Santos, Ruy Luiz Milidiú2014 · 63 citations
  77. Squib: Expressive Power of Abstract Meaning RepresentationsJohan Bos2016 · 62 citations
  78. Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern HebrewAmir More, Amit Seker, Victoria Basmova, et al.2019 · 60 citations
  79. Unsupervised Grammar Induction with Depth-bounded PCFGLifeng Jin, Finale Doshi-Velez, Timothy Miller, et al.2018 · 55 citations
  80. Translation Divergences in Chinese–English Machine Translation: An Empirical InvestigationDun Deng, Nianwen Xue2017 · 55 citations
  81. Generalizing Case Frames Using a Thesaurus and the MDL PrincipleHang Li, Naoki Abe1998 · 53 citations
  82. Anaphora With Non-nominal Antecedents in Computational Linguistics: a SurveyVarada Kolhatkar, Adam Roussel, Stefanie Dipper, et al.2018 · 51 citations
  83. Weisfeiler-Leman in the Bamboo: Novel AMR Graph Metrics and a Benchmark for AMR Graph SimilarityJuri Opitz, Angel Daza, Anette Frank2021 · 47 citations
  84. Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase AttachmentYonatan Belinkov, Tao Lei, Regina Barzilay, et al.2014 · 45 citations
  85. Taking MT Evaluation Metrics to Extremes: Beyond Correlation with Human JudgmentsMarina Fomicheva, Lucia Specia2019 · 44 citations
  86. Learning Morpho-Lexical Probabilities from an Untagged Corpus with an Application to HebrewMoshe Levinger, Uzzi Ornan, Alon Itai1995 · 43 citations
  87. Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge EnrichmentSourav Dutta, Gerhard Weikum2015 · 42 citations
  88. Functional Centering – Grounding Referential Coherence on Information StructureMichael Strube, Udo Hahn1999 · 42 citations
  89. Discourse Structure in Machine Translation EvaluationShafiq Joty, Francisco Guzmán, Lluís Màrquez, et al.2017 · 40 citations
  90. We Usually Don't Like Going to the Dentist: Using Common Sense to Detect Irony on TwitterCynthia Van Hee, Els Lefever, Véronique Hoste2018 · 39 citations
  91. Word Segmentation, Unknown-word Resolution, and Morphological Agreement in a Hebrew Parsing SystemYoav Goldberg, Michael Elhadad2013 · 39 citations
  92. Interpreting and Generating Indirect AnswersNancy Green, Sandra Carberry1999 · 39 citations
  93. FRMT: A Benchmark for Few-Shot Region-Aware Machine TranslationParker Riley, Timothy Dozat, Jan A. Botha, et al.2023 · 33 citations
  94. Generalizing Cross-Document Event Coreference Resolution Across Multiple CorporaMichael Bugert, Nils Reimers, Iryna Gurevych2021 · 33 citations
  95. Neural Modeling for Named Entities and Morphology (NEMO2)Dan Bareket, Reut Tsarfaty2021 · 32 citations
  96. eRST: A Signaled Graph Theory of Discourse Relations and OrganizationAmir Zeldes, Tatsuya Aoyama, Yang Janet Liu, et al.2025 · 31 citations
  97. Chinese Idiom ParaphrasingJipeng Qiang, Yang Li, Chaowei Zhang, et al.2023 · 31 citations
  98. Deciphering Undersegmented Ancient Scripts Using Phonetic PriorJiaming Luo, Frederik Hartmann, Enrico Santus, et al.2021 · 29 citations
  99. Planning, Inference and Pragmatics in Sequential Language GamesFereshte Khani, Noah D. Goodman, Percy Liang2018 · 29 citations
  100. Machine Translation Meta Evaluation through Translation Accuracy Challenge SetsNikita Moghe, Arnisa Fazla, Chantal Amrhein, et al.2025 · 28 citations

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