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Works of Massachusetts Institute of Technology

125 works · page 1 of 2 · the most cited first · ← Massachusetts Institute of Technology

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  1. MIMIC-III, a freely accessible critical care databaseAlistair E. W. Johnson, Tom Pollard, Lu Shen, et al.2016 · 8,530 citations
  2. MIMIC-IV, a freely accessible electronic health record datasetAlistair E. W. Johnson, Lucas Bulgarelli, Lu Shen, et al.2023 · 3,385 citations
  3. Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading BooksYukun Zhu, Ryan Kiros, Richard Zemel, et al.2015 · 3,030 citations
  4. Statistical Significance Tests for Machine Translation EvaluationPhilipp Koehn2004 · 2,444 citations
  5. Head-Driven Statistical Models for Natural Language ParsingMichael Collins2003 · 2,001 citations
  6. Making Pre-trained Language Models Better Few-shot LearnersTianyu Gao, Adam Fisch, Danqi Chen2021 · 1,952 citations
  7. Towards Deep Learning Models Resistant to Adversarial AttacksAleksander Madry, Aleksandar Makelov, Ludwig Schmidt, et al.2017 · 1,786 citations
  8. GLM: General Language Model Pretraining with Autoregressive Blank InfillingZhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,449 citations
  9. Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and EntailmentDi Jin, Zhijing Jin, Joey Tianyi Zhou, et al.2019 · 1,318 citations
  10. Publicly Available Clinical BERT EmbeddingsEmily Alsentzer, John R. Murphy, Willie Boag, et al.2019 · 1,209 citations
  11. StereoSet: Measuring stereotypical bias in pretrained language modelsMoin Nadeem, Anna Bethke, Siva Reddy2021 · 1,131 citations
  12. GPT Understands, TooXiao Liu, Yanan Zheng, Zhengxiao Du, et al.2021 · 1,039 citations
  13. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsArman Cohan, Franck Dernoncourt, Doo Soon Kim, et al.2018 · 1,018 citations
  14. Linguistic Knowledge and Transferability of Contextual RepresentationsNelson F. Liu, Matt Gardner, Yonatan Belinkov, et al.2019 · 1,011 citations
  15. Discriminative Reranking for Natural Language ParsingMichael Collins, Terry Koo2000 · 988 citations
  16. Rationalizing Neural PredictionsTao Lei, Regina Barzilay, Tommi Jaakkola2016 · 928 citations
  17. Clause Restructuring for Statistical Machine TranslationMichael Collins, Philipp Koehn, Ivona Kučerová2005 · 918 citations
  18. Modeling Local Coherence: An Entity-Based ApproachRegina Barzilay, Mirella Lapata2008 · 912 citations
  19. TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLPJohn X. Morris, Eli Lifland, Jin Yong Yoo, et al.2020 · 857 citations
  20. Analysis Methods in Neural Language Processing: A SurveyYonatan Belinkov, James Glass2019 · 735 citations
  21. Simple Semi-supervised Dependency ParsingTerry Koo, Xavier Carreras, Michael Collins2008 · 655 citations
  22. 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
  23. How Powerful are Graph Neural Networks?Keyulu Xu, Weihua Hu, Jure Leskovec, et al.2018 · 591 citations
  24. ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech DetectionThomas Hartvigsen, Saadia Gabriel, Hamid Palangi, et al.2022 · 571 citations
  25. Incremental Parsing with the Perceptron AlgorithmMichael Collins, Brian Roark2004 · 568 citations
  26. Improving Factuality and Reasoning in Language Models through Multiagent DebateYilun Du, Shuang Li, Antonio Torralba, et al.2023 · 564 citations
  27. Sentence Fusion for Multidocument News SummarizationRegina Barzilay, Kathleen R. McKeown2005 · 548 citations
  28. Edinburgh System Description for the 2005 IWSLT Speech Translation EvaluationPhilipp Koehn, Amittai Axelrod, Alexandra Birch Mayne, et al.2005 · 545 citations
  29. LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for CodeNaman Jain, King Han, Alex Gu, et al.2024 · 540 citations
  30. What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical ExamsDi Jin, Eileen Pan, Nassim Oufattole, et al.2020 · 540 citations
  31. Learning to Solve Arithmetic Word Problems with Verb CategorizationMohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, et al.2014 · 513 citations
  32. Sequential Short-Text Classification with Recurrent and Convolutional Neural NetworksJi Young Lee, Franck Dernoncourt2016 · 509 citations
  33. Towards an Automatic Turing Test: Learning to Evaluate Dialogue ResponsesRyan Lowe, Michael Noseworthy, Iulian V. Serban, et al.2017 · 486 citations
  34. What do Neural Machine Translation Models Learn about Morphology?Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, et al.2017 · 485 citations
  35. Large language models are few-shot clinical information extractorsMonica Agrawal, Stefan Hegselmann, Hunter Lang, et al.2022 · 448 citations
  36. Show your work: Scratchpads for intermediate computation with language models2021 · 448 citations
  37. Analyzing the Structure of Attention in a Transformer Language ModelJesse Vig, Yonatan Belinkov2019 · 430 citations
  38. Frame-Semantic ParsingDipanjan Das, Desai Chen, André F. T. Martins, et al.2014 · 411 citations
  39. Aligning AI With Shared Human ValuesDan Hendrycks, Collin Burns, Steven Basart, et al.2020 · 382 citations
  40. Fine-Grained Analysis of Propaganda in News ArticlesGiovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, et al.2019 · 379 citations
  41. Representing Discourse Coherence: A Corpus-Based StudyFlorian Wolf, Edward Gibson2005 · 377 citations
  42. MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionAdam Fisch, Alon Talmor, Robin Jia, et al.2019 · 375 citations
  43. Experiments with a Higher-Order Projective Dependency ParserXavier Carreras2007 · 358 citations
  44. Parameter-Efficient Transfer Learning with Diff PruningDemi Guo, Alexander Rush, Yoon Kim2021 · 355 citations
  45. Predicting Factuality of Reporting and Bias of News Media SourcesRamy Baly, Georgi Karadzhov, Dimitar Alexandrov, et al.2018 · 334 citations
  46. RLPrompt: Optimizing Discrete Text Prompts with Reinforcement LearningMingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, et al.2022 · 327 citations
  47. Paraphrasing for Automatic EvaluationDavid Kauchak, Regina Barzilay2006 · 321 citations
  48. SemEval-2016 Task 3: Community Question AnsweringPreslav Nakov, Lluís Màrquez, Alessandro Moschitti, et al.2016 · 316 citations
  49. Chinese Syntactic Reordering for Statistical Machine TranslationChao Wang, Michael Collins, Philipp Koehn2007 · 314 citations
  50. Good-Enough Compositional Data AugmentationJacob Andreas2020 · 305 citations
  51. Towards Debiasing Fact Verification ModelsTal Schuster, Darsh Shah, Yun Jie Serene Yeo, et al.2019 · 296 citations
  52. Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency ParsingTal Schuster, Ori Ram, Regina Barzilay, et al.2019 · 294 citations
  53. Neural language models as psycholinguistic subjects: Representations of syntactic stateRichard Futrell, Ethan Wilcox, Takashi Morita, et al.2019 · 291 citations
  54. Get Your Vitamin C! Robust Fact Verification with Contrastive EvidenceTal Schuster, Adam Fisch, Regina Barzilay2021 · 289 citations
  55. From Words to Watts: Benchmarking the Energy Costs of Large Language Model InferenceSiddharth Samsi, Dan Zhao, Joseph McDonald, et al.2023 · 288 citations
  56. emrQA: A Large Corpus for Question Answering on Electronic Medical RecordsAnusri Pampari, Preethi Raghavan, Jennifer Liang, et al.2018 · 285 citations
  57. What do RNN Language Models Learn about Filler-Gap Dependencies?Ethan Wilcox, Roger Levy, Takashi Morita, et al.2018 · 276 citations
  58. DiffCSE: Difference-based Contrastive Learning for Sentence EmbeddingsYung-Sung Chuang, Rumen Dangovski, Hongyin Luo, et al.2022 · 269 citations
  59. LongLoRA: Efficient Fine-tuning of Long-Context Large Language ModelsYukang Chen, Shengju Qian, Haotian Tang, et al.2023 · 265 citations
  60. DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language ModelsYung-Sung Chuang, Yujia Xie, Hongyin Luo, et al.2023 · 261 citations
  61. Aya Model: An Instruction Finetuned Open-Access Multilingual Language ModelAhmet Üstün, Viraat Aryabumi, Zheng-Xin Yong, et al.2024 · 245 citations
  62. Selective Sharing for Multilingual Dependency ParsingTahira Naseem, Regina Barzilay, Amir Globerson2012 · 237 citations
  63. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  64. TrustLLM: Trustworthiness in Large Language ModelsYue Huang, Lichao Sun, Haoran Wang, et al.2024 · 226 citations
  65. What learning algorithm is in-context learning? Investigations with linear modelsEkin Akyürek, Dale Schuurmans, Jacob Andreas, et al.2022 · 224 citations
  66. Unsupervised Multilingual Learning for Morphological SegmentationBenjamin Snyder, Regina Barzilay2008 · 221 citations
  67. Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language ModelsSeungone Kim, Juyoung Suk, Shayne Longpre, et al.2024 · 220 citations
  68. 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
  69. Nonliteral understanding of number wordsJustine T. Kao, Jean Y. Wu, Leon Bergen, et al.2014 · 213 citations
  70. Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningShivalika Singh, Freddie Vargus, Daniel D'souza, et al.2024 · 202 citations
  71. Refusal in Language Models Is Mediated by a Single DirectionAndy Arditi, Oscar Obeso, Aaquib Syed, et al.2024 · 188 citations
  72. Integrating Stance Detection and Fact Checking in a Unified CorpusRamy Baly, Mitra Mohtarami, James Glass, et al.2018 · 186 citations
  73. Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual EvaluationShivalika Singh, Angelika Romanou, Clémentine Fourrier, et al.2025 · 179 citations
  74. LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic ProversTheo X. Olausson, Alex Gu, Benjamin Lipkin, et al.2023 · 171 citations
  75. Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation CampaignMarcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2018 · 169 citations
  76. BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsTerry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.2024 · 163 citations
  77. The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False DatasetsSamuel Marks, Max Tegmark2023 · 160 citations
  78. Testing the Predictions of Surprisal Theory in 11 LanguagesEthan G. Wilcox, Tiago Pimentel, Clara Meister, et al.2023 · 158 citations
  79. Automatic Stance Detection Using End-to-End Memory NetworksMitra Mohtarami, Ramy Baly, James Glass, et al.2018 · 156 citations
  80. The MGB-2 Challenge: Arabic Multi-Dialect Broadcast Media RecognitionAhmed Ali, Peter Bell, James Glass, et al.2016 · 154 citations
  81. Evaluating Style Transfer for TextRemi Mir, Bjarke Felbo, Nick Obradovich, et al.2019 · 154 citations
  82. DART: Open-Domain Structured Data Record to Text GenerationLinyong Nan, Dragomir Radev, Rui Zhang, et al.2020 · 154 citations
  83. SyntaxGym: An Online Platform for Targeted Evaluation of Language ModelsJon Gauthier, Jennifer Hu, Ethan Wilcox, et al.2020 · 145 citations
  84. The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetHugo Laurençon, Lucile Saulnier, Thomas Wang, et al.2023 · 145 citations
  85. Mapping to Declarative Knowledge for Word Problem SolvingSubhro Roy, Dan Roth2018 · 143 citations
  86. A fine-grained comparison of pragmatic language understanding in humans and language modelsJennifer Hu, Sammy Floyd, Olessia Jouravlev, et al.2023 · 136 citations
  87. A Roadmap to Pluralistic AlignmentTaylor Sorensen, Jared Moore, Jillian Fisher, et al.2024 · 135 citations
  88. Prompting is not a substitute for probability measurements in large language modelsJennifer Hu, Roger Levy2023 · 133 citations
  89. Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language InferenceYonatan Belinkov, Adam Poliak, Stuart Shieber, et al.2019 · 121 citations
  90. Sarcasm Analysis Using Conversation ContextDebanjan Ghosh, Alexander R. Fabbri, Smaranda Muresan2018 · 118 citations
  91. CRUXEval: A Benchmark for Code Reasoning, Understanding and ExecutionAlex Gu, Baptiste Rozière, Hugh Leather, et al.2024 · 113 citations
  92. Universal Dependencies for Learner EnglishYevgeni Berzak, Jessica Kenney, Carolyn Spadine, et al.2016 · 109 citations
  93. Olmo 3Team Olmo: Allyson Ettinger, Amanda Bertsch, Bailey Kuehl, et al.2025 · 109 citations
  94. Data Engineering for Scaling Language Models to 128K ContextYao Fu, Rameswar Panda, Xinyao Niu, et al.2024 · 107 citations
  95. End-to-End Bias Mitigation by Modelling Biases in CorporaRabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson2020 · 107 citations
  96. Arabic Diacritization with Recurrent Neural NetworksYonatan Belinkov, James Glass2015 · 93 citations
  97. A Report on the 2020 Sarcasm Detection Shared TaskDebanjan Ghosh, Avijit Vajpayee, Smaranda Muresan2020 · 92 citations
  98. Machine Comprehension with Discourse RelationsKarthik Narasimhan, Regina Barzilay2015 · 91 citations
  99. Pragmatically Informative Text GenerationSheng Shen, Daniel Fried, Jacob Andreas, et al.2019 · 78 citations
  100. RNNs as psycholinguistic subjects: Syntactic state and grammatical dependencyRichard Futrell, Ethan Wilcox, Takashi Morita, et al.2018 · 75 citations

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