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Works of Greater Boston

357 · page 3 of 4 · the most cited first · ← Greater Boston

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  1. Language Models as Agent ModelsFindings of the Association for Computational LinguisticsJacob Andreas2022 · 157 citations
  2. Automatic Stance Detection Using End-to-End Memory NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mitra Mohtarami, Ramy Baly, James Glass, et al.2018 · 156 citations
  3. DART: Open-Domain Structured Data Record to Text GenerationarXiv:2007.02871Linyong Nan, Dragomir Radev, Rui Zhang, et al.2020 · 156 citations
  4. Evaluating Style Transfer for TextConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Remi Mir, Bjarke Felbo, Nick Obradovich, et al.2019 · 155 citations
  5. The MGB-2 Challenge: Arabic Multi-Dialect Broadcast Media RecognitionIEEE Spoken Language Technology Workshop (SLT)Ahmed Ali, Peter Bell, James Glass, et al.2016 · 154 citations
  6. Cross-Lingual BERT Transformation for Zero-Shot Dependency ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Yuxuan Wang, Wanxiang Che, Jiang Guo, et al.2019 · 153 citations
  7. MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al.2022 · 150 citations
  8. The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetarXiv:2303.03915Hugo Laurençon, Lucile Saulnier, Thomas Wang, et al.2023 · 147 citations
  9. SyntaxGym: An Online Platform for Targeted Evaluation of Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jon Gauthier, Jennifer Hu, Ethan Wilcox, et al.2020 · 145 citations
  10. Efficient Methods for Natural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL)Marcos Treviso, Ji-Ung Lee, Tianchu Ji, et al.2023 · 145 citations
  11. Learning to Resolve Bridging ReferencesAnnual Meeting of the Association for Computational Linguistics (ACL)Massimo Poesio, Rahul Mehta, Axel Maroudas, et al.2004 · 144 citations
  12. Mapping to Declarative Knowledge for Word Problem SolvingSubhro Roy, Dan Roth2018 · 143 citations
  13. Paragraph-level Simplification of Medical TextsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ashwin Devaraj, Iain Marshall, Byron Wallace, et al.2021 · 140 citations
  14. A fine-grained comparison of pragmatic language understanding in humans and language modelsJennifer Hu, Sammy Floyd, Olessia Jouravlev, et al.2023 · 136 citations
  15. A Roadmap to Pluralistic AlignmentarXiv:2402.05070Taylor Sorensen, Jared Moore, Jillian Fisher, et al.2024 · 135 citations
  16. Prompting is not a substitute for probability measurements in large language modelsConference on Empirical Methods in Natural Language Processing (EMNLP)Jennifer Hu, Roger Levy2023 · 133 citations
  17. Linguistic Features for Readability AssessmentWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Tovly Deutsch, Masoud Jasbi, Stuart Shieber2020 · 130 citations
  18. Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-TuningarXiv:2303.15647Vladislav Lialin, Vijeta Deshpande, Xiaowei Yao, et al.2023 · 128 citations
  19. MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual DataAnnual Meeting of the Association for Computational Linguistics (ACL)Yilun Zhao, Yunxiang Li, Chenying Li, et al.2022 · 128 citations
  20. Cancelling the Maxim of Quantity: Another challenge for a Gricean theory of Scalar ImplicaturesSemantics and PragmaticsDanny Fox2014 · 126 citations
  21. Revisiting the Uniform Information Density HypothesisConference on Empirical Methods in Natural Language Processing (EMNLP)Clara Meister, Tiago Pimentel, Patrick Haller, et al.2021 · 123 citations
  22. Machine Learning for Ancient Languages: A SurveyComputational LinguisticsThea Sommerschield, Yannis Assael, John Pavlopoulos, et al.2023 · 123 citations
  23. Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and SentimentAnnual Meeting of the Association for Computational Linguistics (ACL)Byron C. Wallace, Do Kook Choe, Eugene Charniak2015 · 123 citations
  24. Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Yonatan Belinkov, Adam Poliak, Stuart Shieber, et al.2019 · 121 citations
  25. InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological InterviewsAnnual Meeting of the Association for Computational Linguistics (ACL)Xintao Wang, Yunze Xiao, Jen-tse Huang, et al.2024 · 120 citations
  26. Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in ColorConference on Computational Natural Language Learning (CoNLL)Mostafa Abdou, Artur Kulmizev, Daniel Hershcovich, et al.2021 · 119 citations
  27. Sarcasm Analysis Using Conversation ContextComputational LinguisticsDebanjan Ghosh, Alexander R. Fabbri, Smaranda Muresan2018 · 119 citations
  28. EM Works for Pronoun Anaphora ResolutionConference of the European Chapter of the Association for Computational Linguistics (EACL)Eugene Charniak, Micha Elsner2009 · 118 citations
  29. Pretraining Language Models with Human PreferencesarXiv:2302.08582Tomasz Korbak, Kejian Shi, Angelica Chen, et al.2023 · 118 citations
  30. Arabic Diacritization Using Weighted Finite-State TransducersRani Nelken, Stuart M. Shieber2005 · 116 citations
  31. PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical AbstractsInternational Joint Conference on Natural Language Processing (IJCNLP)Franck Dernoncourt, Ji Young Lee2017 · 115 citations
  32. Boosting Transition-based AMR Parsing with Refined Actions and Auxiliary AnalyzersAnnual Meeting of the Association for Computational Linguistics (ACL)Chuan Wang, Nianwen Xue, Sameer Pradhan2015 · 115 citations
  33. CRUXEval: A Benchmark for Code Reasoning, Understanding and ExecutionarXiv:2401.03065Alex Gu, Baptiste Rozière, Hugh Leather, et al.2024 · 113 citations
  34. Argument Generation with Retrieval, Planning, and RealizationAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyu Hua, Zhe Hu, Lu Wang2019 · 113 citations
  35. Certifying LLM Safety against Adversarial PromptingarXiv:2309.02705Aounon Kumar, Chirag Agarwal, Suraj Srinivas, et al.2023 · 110 citations
  36. Universal Dependencies for Learner EnglishYevgeni Berzak, Jessica Kenney, Carolyn Spadine, et al.2016 · 109 citations
  37. Olmo 3arXiv:2512.13961Team Olmo: Allyson Ettinger, Amanda Bertsch, Bailey Kuehl, et al.2025 · 109 citations
  38. Deliberative Alignment: Reasoning Enables Safer Language ModelsarXiv:2412.16339Melody Y. Guan, Manas Joglekar, Eric Wallace, et al.2024 · 109 citations
  39. Dependency Parsing of Modern Standard Arabic with Lexical and Inflectional FeaturesYuval Marton, Nizar Habash, Owen Rambow2013 · 109 citations
  40. Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-VerificationarXiv:2308.07921Aojun Zhou, Ke Wang, Zimu Lu, et al.2023 · 109 citations
  41. We're Afraid Language Models Aren't Modeling AmbiguityConference on Empirical Methods in Natural Language Processing (EMNLP)Alisa Liu, Zhaofeng Wu, Julian Michael, et al.2023 · 108 citations
  42. Data Engineering for Scaling Language Models to 128K ContextarXiv:2402.10171Yao Fu, Rameswar Panda, Xinyao Niu, et al.2024 · 107 citations
  43. End-to-End Bias Mitigation by Modelling Biases in CorporaAnnual Meeting of the Association for Computational Linguistics (ACL)Rabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson2020 · 107 citations
  44. Increasing Informativeness in Temporal AnnotationLinguistic Annotation Workshop (LAW)James Pustejovsky, Amber Stubbs2011 · 107 citations
  45. An HMM Approach to Vowel Restoration in Arabic and HebrewYa'akov Gal2002 · 106 citations
  46. Not an Interlingua, But Close: Comparison of English AMRs to Chinese and CzechNianwen Xue, Ondřej Bojar, Jan Hajič, et al.2014 · 106 citations
  47. Skywork-Reward: Bag of Tricks for Reward Modeling in LLMsarXiv:2410.18451Chris Yuhao Liu, Liang Zeng, Jiacai Liu, et al.2024 · 104 citations
  48. An Alternative Conception of Tree-Adjoining DerivationComputational LinguisticsYves Schabes, Stuart M. Shieber1994 · 103 citations
  49. A Unified Local and Global Model for Discourse CoherenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Micha Elsner, Joseph Austerweil, Eugene Charniak2007 · 102 citations
  50. MRP 2020: The Second Shared Task on Cross-Framework and Cross-Lingual Meaning Representation ParsingConference on Computational Natural Language Learning (CoNLL)Stephan Oepen, Omri Abend, Lasha Abzianidze, et al.2020 · 101 citations
  51. BLOOM+1: Adding Language Support to BLOOM for Zero-Shot PromptingAnnual Meeting of the Association for Computational Linguistics (ACL)Zheng Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, et al.2023 · 101 citations
  52. Inverse Scaling: When Bigger Isn't BetterarXiv:2306.09479 · Transactions on Machine Learning Research (TMLR), 10/2023, https://openreview.net/forum?id=DwgRm72GQFIan R. McKenzie, Alexander Lyzhov, Michael Pieler, et al.2023 · 99 citations
  53. On Adversarial Removal of Hypothesis-only Bias in Natural Language InferenceJoint Conference on Lexical and Computational Semantics (*SEM)Yonatan Belinkov, Adam Poliak, Stuart Shieber, et al.2019 · 95 citations
  54. Arabic Diacritization with Recurrent Neural NetworksYonatan Belinkov, James Glass2015 · 93 citations
  55. A Report on the 2020 Sarcasm Detection Shared TaskWorkshop on Figurative Language ProcessingDebanjan Ghosh, Avijit Vajpayee, Smaranda Muresan2020 · 92 citations
  56. Machine Comprehension with Discourse RelationsAnnual Meeting of the Association for Computational Linguistics (ACL)Karthik Narasimhan, Regina Barzilay2015 · 91 citations
  57. Frequency Effects on Syntactic Rule Learning in TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Jason Wei, Dan Garrette, Tal Linzen, et al.2021 · 91 citations
  58. BERT Busters: Outlier Dimensions that Disrupt TransformersFindings of the Association for Computational LinguisticsOlga Kovaleva, Saurabh Kulshreshtha, Anna Rogers, et al.2021 · 90 citations
  59. Retrieval Head Mechanistically Explains Long-Context FactualityarXiv:2404.15574Wenhao Wu, Yizhong Wang, Guangxuan Xiao, et al.2024 · 90 citations
  60. CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language TechnologiesFindings of the Association for Computational LinguisticsWeiyan Shi, Ryan Li, Yutong Zhang, et al.2024 · 88 citations
  61. RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model OutputsAnnual Meeting of the Association for Computational Linguistics (ACL)Afra Feyza Akyurek, Ekin Akyurek, Ashwin Kalyan, et al.2023 · 87 citations
  62. A Survey of Large Language Models in Medicine: Progress, Application, and ChallengearXiv:2311.05112Hongjian Zhou, Fenglin Liu, Boyang Gu, et al.2023 · 87 citations
  63. Multilingual Large Language Models Are Not (Yet) Code-SwitchersConference on Empirical Methods in Natural Language Processing (EMNLP)Ruochen Zhang, Samuel Cahyawijaya, Jan Christian Blaise Cruz, et al.2023 · 85 citations
  64. Coreference-inspired Coherence ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Micha Elsner, Eugene Charniak2008 · 84 citations
  65. A Systematic Study of Neural Discourse Models for Implicit Discourse RelationConference of the European Chapter of the Association for Computational Linguistics (EACL)Attapol Rutherford, Vera Demberg, Nianwen Xue2017 · 78 citations
  66. Pragmatically Informative Text GenerationSheng Shen, Daniel Fried, Jacob Andreas, et al.2019 · 78 citations
  67. Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention MapsConference on Empirical Methods in Natural Language Processing (EMNLP)Yung-Sung Chuang, Linlu Qiu, Cheng-Yu Hsieh, et al.2024 · 76 citations
  68. RNNs as psycholinguistic subjects: Syntactic state and grammatical dependencyarXiv:1809.01329Richard Futrell, Ethan Wilcox, Takashi Morita, et al.2018 · 75 citations
  69. ReLoRA: High-Rank Training Through Low-Rank UpdatesarXiv:2307.05695Vladislav Lialin, Namrata Shivagunde, Sherin Muckatira, et al.2023 · 74 citations
  70. The Computational Complexity of Avoiding Conversational ImplicaturesAnnual Meeting of the Association for Computational Linguistics (ACL)Ehud Reiter1990 · 73 citations
  71. Agent Workflow MemoryarXiv:2409.07429Zora Zhiruo Wang, Jiayuan Mao, Daniel Fried, et al.2024 · 72 citations
  72. POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance DetectionFindings of the Association for Computational LinguisticsYujian Liu, Xinliang Frederick Zhang, David Wegsman, et al.2022 · 70 citations
  73. Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language ModelsarXiv:2305.14705Sheng Shen, Le Hou, Yanqi Zhou, et al.2023 · 69 citations
  74. A Rate–Distortion view of human pragmatic reasoning?Society for Computation in Linguistics (SCiL)Noga Zaslavsky, Jennifer Hu, Roger P. Levy2021 · 69 citations
  75. Tokenization Is More Than CompressionConference on Empirical Methods in Natural Language Processing (EMNLP)Craig W Schmidt, Varshini Reddy, Haoran Zhang, et al.2024 · 66 citations
  76. Figurative Language in Recognizing Textual EntailmentFindings of the Association for Computational LinguisticsTuhin Chakrabarty, Debanjan Ghosh, Adam Poliak, et al.2021 · 63 citations
  77. Solving Thematic Divergences in Machine TranslationBonnie Dorr1990 · 63 citations
  78. Which Linguist Invented the Lightbulb? Presupposition Verification for Question-AnsweringNajoung Kim, Ellie Pavlick, Burcu Karagol Ayan, et al.2021 · 63 citations
  79. ArSentD-LEV: A Multi-Topic Corpus for Target-based Sentiment Analysis in Arabic Levantine TweetsarXiv:1906.01830Ramy Baly, Alaa Khaddaj, Hazem Hajj, et al.2019 · 61 citations
  80. How well do NLI models capture verb veridicality?Alexis Ross, Ellie Pavlick2019 · 61 citations
  81. Large Language Model Routing with Benchmark DatasetsarXiv:2309.15789Tal Shnitzer, Anthony Ou, Mirian Silva, et al.2023 · 61 citations
  82. Translation Divergences in Chinese–English Machine Translation: An Empirical InvestigationDun Deng, Nianwen Xue2017 · 55 citations
  83. Unsupervised Grammar Induction with Depth-bounded PCFGTransactions of the Association for Computational Linguistics (TACL)Lifeng Jin, Finale Doshi-Velez, Timothy Miller, et al.2018 · 55 citations
  84. Parsing and presuppositions in the calculation of local contextsMatt Mandelkern, Jacopo Romoli2017 · 52 citations
  85. How poor is the stimulus? Evaluating hierarchical generalization in neural networks trained on child-directed speechAnnual Meeting of the Association for Computational Linguistics (ACL)Aditya Yedetore, Tal Linzen, Robert Frank, et al.2023 · 48 citations
  86. Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase AttachmentYonatan Belinkov, Tao Lei, Regina Barzilay, et al.2014 · 45 citations
  87. Neural Decipherment via Minimum-Cost Flow: From Ugaritic to Linear BJiaming Luo, Yuan Cao, Regina Barzilay2019 · 43 citations
  88. Robust Non-Explicit Neural Discourse Parser in English and ChineseConference on Computational Natural Language Learning (CoNLL)Attapol Rutherford, Nianwen Xue2016 · 41 citations
  89. STARC: Structured Annotations for Reading ComprehensionYevgeni Berzak, Jonathan Malmaud, Roger Levy2020 · 39 citations
  90. Findings of the Second WMT Shared Task on Sign Language Translation (WMT-SLT23)Conference on Machine Translation (WMT)Mathias Müller, Malihe Alikhani, Eleftherios Avramidis, et al.2023 · 39 citations
  91. Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling ApproachesFindings of the Association for Computational LinguisticsDaniel Fried, Nicholas Tomlin, Jennifer Hu, et al.2023 · 36 citations
  92. A note on the architecture of presuppositionSemantics and PragmaticsMatthew Mandelkern2016 · 35 citations
  93. Tweet Acts: A Speech Act Classifier for TwitterarXiv:1605.05156Soroush Vosoughi, Deb Roy2016 · 32 citations
  94. Classifying Syntactic Errors in Learner LanguageLeshem Choshen, Dmitry Nikolaev, Yevgeni Berzak, et al.2020 · 30 citations
  95. Unsupervised Morphology Rivals Supervised Morphology for Arabic MTDavid Stallard, Jacob Devlin, Michael Kayser, et al.2012 · 30 citations
  96. Deciphering Undersegmented Ancient Scripts Using Phonetic PriorJiaming Luo, Frederik Hartmann, Enrico Santus, et al.2021 · 29 citations
  97. Holistic Discourse Coherence Annotation for Noisy Essay WritingDialogue & DiscourseJill Burstein, Joel Tetreault, Martin Chodorow2013 · 28 citations
  98. Presuppositional exhaustificationSemantics and PragmaticsItai Bassi, Guillermo Del Pinal, Uli Sauerland2021 · 27 citations
  99. VerbNet Representations: Subevent Semantics for Transfer VerbsSusan Windisch Brown, Julia Bonn, James Gung, et al.2019 · 27 citations
  100. "With 1 follower I must be AWESOME :P". Exploring the role of irony markers in irony recognitionProceedings of the International AAAI Conference on Web and Social MediaDebanjan Ghosh, Smaranda Muresan2018 · 27 citations

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