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Works of Greater Boston

357 · page 2 of 4 · the most cited first · ← Greater Boston

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  1. Bayesian Inference for PCFGs via Markov Chain Monte CarloConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mark Johnson, Thomas Griffiths, Sharon Goldwater2007 · 352 citations
  2. Reranking and Self-Training for Parser AdaptationDavid McClosky, Eugene Charniak, Mark Johnson2006 · 352 citations
  3. Temporal Annotation in the Clinical DomainTransactions of the Association for Computational Linguistics (TACL)William F. Styler IV, Steven Bethard, Sean Finan, et al.2014 · 349 citations
  4. Lessons from Natural Language Inference in the Clinical DomainConference on Empirical Methods in Natural Language Processing (EMNLP)Alexey Romanov, Chaitanya Shivade2018 · 348 citations
  5. Gromov-Wasserstein Alignment of Word Embedding SpacesConference on Empirical Methods in Natural Language Processing (EMNLP)David Alvarez-Melis, Tommi Jaakkola2018 · 337 citations
  6. Predicting Factuality of Reporting and Bias of News Media SourcesConference on Empirical Methods in Natural Language Processing (EMNLP)Ramy Baly, Georgi Karadzhov, Dimitar Alexandrov, et al.2018 · 335 citations
  7. RLPrompt: Optimizing Discrete Text Prompts with Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, et al.2022 · 328 citations
  8. Paraphrasing for Automatic EvaluationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)David Kauchak, Regina Barzilay2006 · 323 citations
  9. SemEval-2016 Task 3: Community Question AnsweringInternational Workshop on Semantic Evaluation (SemEval)Preslav Nakov, Lluís Màrquez, Alessandro Moschitti, et al.2016 · 319 citations
  10. Chinese Syntactic Reordering for Statistical Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Chao Wang, Michael Collins, Philipp Koehn2007 · 314 citations
  11. Good-Enough Compositional Data AugmentationAnnual Meeting of the Association for Computational Linguistics (ACL)Jacob Andreas2020 · 307 citations
  12. AugGPT: Leveraging ChatGPT for Text Data AugmentationIEEE Transactions on Big DataHaixing Dai; Zhengliang Liu; Wenxiong Liao; Xiaoke Huang; Yihan Cao; Zihao Wu; Lin Zhao; Shaochen Xu; Wei Liu; Ninghao Liu; Sheng Li; Dajiang Zhu; Hongmin Cai; Lichao Sun; Quanzheng Li; Dinggang Shen; Tianming Liu;, Xiang Li2023 · 306 citations
  13. Aligning Sentences in Bilingual Corpora Using Lexical InformationAnnual Meeting of the Association for Computational Linguistics (ACL)Stanley F. Chen1993 · 299 citations
  14. Bayesian Unsupervised Topic SegmentationConference on Empirical Methods in Natural Language Processing (EMNLP)Jacob Eisenstein, Regina Barzilay2008 · 297 citations
  15. Towards Debiasing Fact Verification ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Tal Schuster, Darsh Shah, Yun Jie Serene Yeo, et al.2019 · 296 citations
  16. Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency ParsingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tal Schuster, Ori Ram, Regina Barzilay, et al.2019 · 295 citations
  17. A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical LiteratureAnnual Meeting of the Association for Computational Linguistics (ACL)Benjamin Nye, Junyi Jessy Li, Roma Patel, et al.2018 · 294 citations
  18. Centering: A Parametric Theory and Its InstantiationsComputational LinguisticsMassimo Poesio, Rosemary Stevenson, Barbara Di Eugenio, et al.2004 · 293 citations
  19. Neural language models as psycholinguistic subjects: Representations of syntactic stateConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Richard Futrell, Ethan Wilcox, Takashi Morita, et al.2019 · 291 citations
  20. HAT: Hardware-Aware Transformers for Efficient Natural Language ProcessingAnnual Meeting of the Association for Computational Linguistics (ACL)Hanrui Wang, Zhanghao Wu, Zhijian Liu, et al.2020 · 290 citations
  21. Get Your Vitamin C! Robust Fact Verification with Contrastive EvidenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tal Schuster, Adam Fisch, Regina Barzilay2021 · 289 citations
  22. emrQA: A Large Corpus for Question Answering on Electronic Medical RecordsConference on Empirical Methods in Natural Language Processing (EMNLP)Anusri Pampari, Preethi Raghavan, Jennifer Liang, et al.2018 · 288 citations
  23. From Words to Watts: Benchmarking the Energy Costs of Large Language Model InferencearXiv:2310.03003Siddharth Samsi, Dan Zhao, Joseph McDonald, et al.2023 · 288 citations
  24. Scoring Coreference Partitions of Predicted Mentions: A Reference ImplementationSameer Pradhan, Xiaoqiang Luo, Marta Recasens, et al.2014 · 284 citations
  25. Learning Neural Templates for Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Sam Wiseman, Stuart Shieber, Alexander Rush2018 · 280 citations
  26. Larger language models do in-context learning differentlyarXiv:2303.03846Jerry Wei, Jason Wei, Yi Tay, et al.2023 · 279 citations
  27. What do RNN Language Models Learn about Filler-Gap Dependencies?arXiv:1809.00042Ethan Wilcox, Roger Levy, Takashi Morita, et al.2018 · 276 citations
  28. Minimum Cut Model for Spoken Lecture SegmentationAnnual Meeting of the Association for Computational Linguistics (ACL)Igor Malioutov, Regina Barzilay2006 · 270 citations
  29. CorMet: A Computational, Corpus-Based Conventional Metaphor Extraction SystemComputational LinguisticsZachary J. Mason2004 · 270 citations
  30. DiffCSE: Difference-based Contrastive Learning for Sentence EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, et al.2022 · 269 citations
  31. LongLoRA: Efficient Fine-tuning of Long-Context Large Language ModelsarXiv:2309.12307Yukang Chen, Shengju Qian, Haotian Tang, et al.2023 · 265 citations
  32. SemEval-2016 Task 12: Clinical TempEvalInternational Workshop on Semantic Evaluation (SemEval)Steven Bethard, Guergana Savova, Wei-Te Chen, et al.2016 · 264 citations
  33. Learning Global Features for Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sam Wiseman, Alexander M. Rush, Stuart M. Shieber2016 · 264 citations
  34. DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language ModelsarXiv:2309.03883Yung-Sung Chuang, Yujia Xie, Hongyin Luo, et al.2023 · 261 citations
  35. Findings of the VarDial Evaluation Campaign 2017Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial)Marcos Zampieri, Shervin Malmasi, Nikola Ljubešić, et al.2017 · 261 citations
  36. Collective Content Selection for Concept-to-Text GenerationHuman Language Technology Conference (HLT)Regina Barzilay, Mirella Lapata2005 · 260 citations
  37. A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence ClassificationInternational Joint Conference on Natural Language Processing (IJCNLP)Ye Zhang, Byron Wallace2017 · 259 citations
  38. SIMPLE: A General Framework for the Development of Multilingual LexiconsLanguage Resources and Evaluation Conference (LREC)Nuria Bel, Federica Busa, Nicoletta Calzolari, et al.2000 · 250 citations
  39. Phrasal Cohesion and Statistical Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Heidi Fox2002 · 250 citations
  40. Fast and Accurate Shift-Reduce Constituent ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Muhua Zhu, Yue Zhang, Wenliang Chen, et al.2013 · 249 citations
  41. Learning Context-Dependent Mappings from Sentences to Logical FormAnnual Meeting of the Association for Computational Linguistics (ACL)Luke Zettlemoyer, Michael Collins2009 · 246 citations
  42. Aya Model: An Instruction Finetuned Open-Access Multilingual Language ModelarXiv:2402.07827Ahmet Üstün, Viraat Aryabumi, Zheng-Xin Yong, et al.2024 · 245 citations
  43. Estimators for Stochastic “Unification-Based” GrammarsAnnual Meeting of the Association for Computational Linguistics (ACL)Mark Johnson, Stuart Geman, Stephen Canon, et al.1999 · 244 citations
  44. Multimodal Few-Shot Learning with Frozen Language ModelsarXiv:2106.13884Maria Tsimpoukelli, Jacob Menick, Serkan Cabi, et al.2021 · 243 citations
  45. On Dual Decomposition and Linear Programming Relaxations for Natural Language ProcessingConference on Empirical Methods in Natural Language Processing (EMNLP)Alexander M. Rush, David Sontag, Michael Collins, et al.2010 · 239 citations
  46. Selective Sharing for Multilingual Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Tahira Naseem, Regina Barzilay, Amir Globerson2012 · 237 citations
  47. Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive SurveyarXiv:2403.14608Zeyu Han, Chao Gao, Jinyang Liu, et al.2024 · 236 citations
  48. Entropy Rate Constancy in TextAnnual Meeting of the Association for Computational Linguistics (ACL)Dmitriy Genzel, Eugene Charniak2002 · 235 citations
  49. Humanity's Last ExamNatureLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  50. BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Eva Sharma, Chen Li, Lu Wang2019 · 235 citations
  51. Improving Statistical MT through Morphological AnalysisHuman Language Technology Conference (HLT)Sharon Goldwater, David McClosky2005 · 233 citations
  52. Edit Detection and Parsing for Transcribed SpeechConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Eugene Charniak, Mark Johnson2001 · 229 citations
  53. Automatic Domain Adaptation for ParsingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)David McClosky, Eugene Charniak, Mark Johnson2010 · 228 citations
  54. TrustLLM: Trustworthiness in Large Language ModelsarXiv:2401.05561Yue Huang, Lichao Sun, Haoran Wang, et al.2024 · 226 citations
  55. What learning algorithm is in-context learning? Investigations with linear modelsarXiv:2211.15661Ekin Akyürek, Dale Schuurmans, Jacob Andreas, et al.2022 · 225 citations
  56. Learning to Faithfully Rationalize by ConstructionAnnual Meeting of the Association for Computational Linguistics (ACL)Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, et al.2020 · 223 citations
  57. MITRE at SemEval-2016 Task 6: Transfer Learning for Stance DetectionInternational Workshop on Semantic Evaluation (SemEval)Guido Zarrella, Amy Marsh2016 · 223 citations
  58. Unsupervised Multilingual Learning for Morphological SegmentationAnnual Meeting of the Association for Computational Linguistics (ACL)Benjamin Snyder, Regina Barzilay2008 · 221 citations
  59. Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language ModelsarXiv:2405.01535Seungone Kim, Juyoung Suk, Shayne Longpre, et al.2024 · 220 citations
  60. SciREX: A Challenge Dataset for Document-Level Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, et al.2020 · 218 citations
  61. What Happens To BERT Embeddings During Fine-tuning?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLPAmil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, et al.2020 · 218 citations
  62. FOLIO: Natural Language Reasoning with First-Order LogicarXiv:2209.00840Simeng Han, Hailey Schoelkopf, Yilun Zhao, et al.2022 · 217 citations
  63. Why Doesn't EM Find Good HMM POS-Taggers?Conference on Empirical Methods in Natural Language Processing (EMNLP)Mark Johnson2007 · 217 citations
  64. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingComputational LinguisticsEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 217 citations
  65. Are You Sure That This Happened? Assessing the Factuality Degree of Events in TextComputational LinguisticsRoser Saurí, James Pustejovsky2012 · 217 citations
  66. Structured Relation Discovery using Generative ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Limin Yao, Aria Haghighi, Sebastian Riedel, et al.2011 · 216 citations
  67. Systematic Inequalities in Language Technology Performance across the World's LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Damian Blasi, Antonios Anastasopoulos, Graham Neubig2022 · 214 citations
  68. Nonliteral understanding of number wordsJustine T. Kao, Jean Y. Wu, Leon Bergen, et al.2014 · 213 citations
  69. A Generative Model for Parsing Natural Language to Meaning RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Lu, Hwee Tou Ng, Wee Sun Lee, et al.2008 · 210 citations
  70. The CoNLL-2015 Shared Task on Shallow Discourse ParsingConference on Computational Natural Language Learning (CoNLL)Nianwen Xue, Hwee Tou Ng, Sameer Pradhan, et al.2015 · 210 citations
  71. Learning Anaphoricity and Antecedent Ranking Features for Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Sam Wiseman, Alexander M. Rush, Stuart Shieber, et al.2015 · 209 citations
  72. Semantic-Head-Driven GenerationComputational LinguisticsStuart M. Shieber, Gertjan van Noord, Fernando C. N. Pereira, et al.1990 · 205 citations
  73. A TAG-based noisy-channel model of speech repairsAnnual Meeting of the Association for Computational Linguistics (ACL)Mark Johnson, Eugene Charniak2004 · 204 citations
  74. Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningAnnual Meeting of the Association for Computational Linguistics (ACL)Shivalika Singh, Freddie Vargus, Daniel D'souza, et al.2024 · 203 citations
  75. How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Yi Zeng, Hongpeng Lin, Jingwen Zhang, et al.2024 · 201 citations
  76. Using Universal Linguistic Knowledge to Guide Grammar InductionConference on Empirical Methods in Natural Language Processing (EMNLP)Tahira Naseem, Harr Chen, Regina Barzilay, et al.2010 · 200 citations
  77. We Can Detect Your Bias: Predicting the Political Ideology of News ArticlesConference on Empirical Methods in Natural Language Processing (EMNLP)Ramy Baly, Giovanni Da San Martino, James Glass, et al.2020 · 199 citations
  78. Compound Probabilistic Context-Free Grammars for Grammar InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Yoon Kim, Chris Dyer, Alexander Rush2019 · 196 citations
  79. Humans Require Context to Infer Ironic Intent (so Computers Probably do, too)Annual Meeting of the Association for Computational Linguistics (ACL)Byron C. Wallace, Do Kook Choe, Laura Kertz, et al.2014 · 196 citations
  80. Discovering Implicit Discourse Relations Through Brown Cluster Pair Representation and Coreference PatternsConference of the European Chapter of the Association for Computational Linguistics (EACL)Attapol Rutherford, Nianwen Xue2014 · 192 citations
  81. Collecting Diverse Natural Language Inference Problems for Sentence Representation EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP)Adam Poliak, Aparajita Haldar, Rachel Rudinger, et al.2018 · 190 citations
  82. Refusal in Language Models Is Mediated by a Single DirectionarXiv:2406.11717Andy Arditi, Oscar Obeso, Aaquib Syed, et al.2024 · 188 citations
  83. CoNLL 2016 Shared Task on Multilingual Shallow Discourse ParsingNianwen Xue, Hwee Tou Ng, Sameer Pradhan, et al.2016 · 187 citations
  84. Integrating Stance Detection and Fact Checking in a Unified CorpusConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ramy Baly, Mitra Mohtarami, James Glass, et al.2018 · 186 citations
  85. Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge GraphsAnnual Meeting of the Association for Computational Linguistics (ACL)Houyu Zhang, Zhenghao Liu, Chenyan Xiong, et al.2020 · 183 citations
  86. Explaining Black Box Predictions and Unveiling Data Artifacts through Influence FunctionsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaochuang Han, Byron C. Wallace, Yulia Tsvetkov2020 · 181 citations
  87. Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Shivalika Singh, Angelika Romanou, Clémentine Fourrier, et al.2025 · 179 citations
  88. LILA: A Unified Benchmark for Mathematical ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Swaroop Mishra, Matthew Finlayson, Pan Lu, et al.2022 · 177 citations
  89. SemEval-2017 Task 12: Clinical TempEvalInternational Workshop on Semantic Evaluation (SemEval)Steven Bethard, Guergana Savova, Martha Palmer, et al.2017 · 176 citations
  90. Supersense Tagging of Unknown Nouns in WordNetMassimiliano Ciaramita, Mark Johnson2003 · 176 citations
  91. LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic ProversConference on Empirical Methods in Natural Language Processing (EMNLP)Theo X. Olausson, Alex Gu, Benjamin Lipkin, et al.2023 · 171 citations
  92. Neural Machine Translation Decoding with Terminology ConstraintsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Eva Hasler, Adrià de Gispert, Gonzalo Iglesias, et al.2018 · 170 citations
  93. Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation CampaignWorkshop on NLP for Similar Languages, Varieties and Dialects (VarDial)Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2018 · 170 citations
  94. Low-Resource Languages Jailbreak GPT-4arXiv:2310.02446Zheng-Xin Yong, Cristina Menghini, Stephen H. Bach2023 · 168 citations
  95. PromptSource: An Integrated Development Environment and Repository for Natural Language PromptsarXiv:2202.01279Stephen H. Bach, Victor Sanh, Zheng-Xin Yong, et al.2022 · 167 citations
  96. BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsarXiv:2406.15877Terry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.2024 · 163 citations
  97. Probing What Different NLP Tasks Teach Machines about Function Word ComprehensionJoint Conference on Lexical and Computational Semantics (*SEM)Najoung Kim, Roma Patel, Adam Poliak, et al.2019 · 161 citations
  98. The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False DatasetsarXiv:2310.06824Samuel Marks, Max Tegmark2023 · 160 citations
  99. Inferring Which Medical Treatments Work from Reports of Clinical TrialsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Eric Lehman, Jay DeYoung, Regina Barzilay, et al.2019 · 159 citations
  100. Testing the Predictions of Surprisal Theory in 11 LanguagesTransactions of the Association for Computational Linguistics (TACL)Ethan G. Wilcox, Tiago Pimentel, Clara Meister, et al.2023 · 158 citations

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