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Works of United States

3596 · page 21 of 36 · the most cited first · ← United States

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  1. Learning a Part-of-Speech Tagger from Two Hours of AnnotationDan Garrette, Jason Baldridge2013 · 153 citations
  2. The First QALB Shared Task on Automatic Text Correction for ArabicBehrang Mohit, Alla Rozovskaya, Nizar Habash, et al.2014 · 153 citations
  3. NegBio: a high-performance tool for negation and uncertainty detection in radiology reportsYifan Peng, Xiaosong Wang, Le Lu, et al.2017 · 153 citations
  4. Cross-Lingual BERT Transformation for Zero-Shot Dependency ParsingYuxuan Wang, Wanxiang Che, Jiang Guo, et al.2019 · 153 citations
  5. Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine TextYao Dou, Maxwell Forbes, Rik Koncel-Kedziorski, et al.2022 · 152 citations
  6. doc2dial: A Goal-Oriented Document-Grounded Dialogue DatasetSong Feng, Hui Wan, Chulaka Gunasekara, et al.2020 · 152 citations
  7. Generation from Abstract Meaning Representation using Tree TransducersJeffrey Flanigan, Chris Dyer, Noah A. Smith, et al.2016 · 152 citations
  8. On the semantics and pragmatics of epistemic vocabularySarah Moss2015 · 152 citations
  9. Answering Complex Open-domain Questions Through Iterative Query GenerationPeng Qi, Xiaowen Lin, Leo Mehr, et al.2019 · 152 citations
  10. Graph-based Event Coreference ResolutionZheng Chen, Heng Ji2009 · 151 citations
  11. SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-trainingTianzhe Chu, Yuexiang Zhai, Jihan Yang, et al.2025 · 151 citations
  12. Reevaluating Adversarial Examples in Natural LanguageJohn Morris, Eli Lifland, Jack Lanchantin, et al.2020 · 151 citations
  13. ChatGPT MT: Competitive for High- (but Not Low-) Resource LanguagesNathaniel Robinson, Perez Ogayo, David R. Mortensen, et al.2023 · 151 citations
  14. Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical ModelsSameer Singh, Amarnag Subramanya, Fernando Pereira, et al.2011 · 151 citations
  15. MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionDavid Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al.2022 · 150 citations
  16. Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding TasksZi-Yi Dou, Keyi Yu, Antonios Anastasopoulos2019 · 150 citations
  17. Statistical Power and Translationese in Machine Translation EvaluationYvette Graham, Barry Haddow, Philipp Koehn2020 · 150 citations
  18. INFOTABS: Inference on Tables as Semi-structured DataVivek Gupta, Maitrey Mehta, Pegah Nokhiz, et al.2020 · 150 citations
  19. AnnoLLM: Making Large Language Models to Be Better Crowdsourced AnnotatorsXingwei He, Zhenghao Lin, Yeyun Gong, et al.2023 · 150 citations
  20. Computation of the Probability of Initial Substring Generation by Stochastic Context-Free GrammarsFrederick Jelinek, John D. Lafferty1991 · 150 citations
  21. ProsocialDialog: A Prosocial Backbone for Conversational AgentsHyunwoo Kim, Youngjae Yu, Liwei Jiang, et al.2022 · 150 citations
  22. Generation-Augmented Retrieval for Open-domain Question AnsweringYuning Mao, Pengcheng He, Xiaodong Liu, et al.2020 · 150 citations
  23. TORQUE: A Reading Comprehension Dataset of Temporal Ordering QuestionsQiang Ning, Hao Wu, Rujun Han, et al.2020 · 150 citations
  24. Speech Translation and the End-to-End Promise: Taking Stock of Where We AreMatthias Sperber, Matthias Paulik2020 · 150 citations
  25. Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and SelectionSihao Chen, Fan Zhang, Kazoo Sone, et al.2021 · 149 citations
  26. SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language ModelsXiaoxuan Wang, Ziniu Hu, Pan Lu, et al.2023 · 149 citations
  27. Language Model Behavior: A Comprehensive SurveyTyler A. Chang, Benjamin K. Bergen2024 · 148 citations
  28. Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a SummaryDaniel Deutsch, Tania Bedrax-Weiss, Dan Roth2021 · 148 citations
  29. Varieties of updateSarah E Murray2014 · 148 citations
  30. HyperLex: A Large-Scale Evaluation of Graded Lexical EntailmentIvan Vulić, Daniela Gerz, Douwe Kiela, et al.2017 · 148 citations
  31. Measure and Improve Robustness in NLP Models: A SurveyXuezhi Wang, Haohan Wang, Diyi Yang2022 · 148 citations
  32. NaturalLI: Natural Logic Inference for Common Sense ReasoningGabor Angeli, Christopher D. Manning2014 · 147 citations
  33. Are All Languages Equally Hard to Language-Model?Ryan Cotterell, Sabrina J. Mielke, Jason Eisner, et al.2018 · 147 citations
  34. Process Reinforcement through Implicit RewardsGanqu Cui, Lifan Yuan, Zefan Wang, et al.2025 · 147 citations
  35. Neural Models for Reasoning over Multiple Mentions Using CoreferenceBhuwan Dhingra, Qiao Jin, Zhilin Yang, et al.2018 · 147 citations
  36. OCNLI: Original Chinese Natural Language InferenceHai Hu, Kyle Richardson, Liang Xu, et al.2020 · 147 citations
  37. The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetHugo Laurençon, Lucile Saulnier, Thomas Wang, et al.2023 · 147 citations
  38. Neural Net Models of Open-domain Discourse CoherenceJiwei Li, Dan Jurafsky2017 · 147 citations
  39. Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and EvaluationMarius Mosbach, Tiago Pimentel, Shauli Ravfogel, et al.2023 · 147 citations
  40. Introducing CAD: the Contextual Abuse DatasetBertie Vidgen, Dong Nguyen, Helen Margetts, et al.2021 · 147 citations
  41. Do latent tree learning models identify meaningful structure in sentences?Adina Williams, Andrew Drozdov, Samuel R. Bowman2018 · 147 citations
  42. Understanding Dataset Design Choices for Multi-hop ReasoningJifan Chen, Greg Durrett2019 · 146 citations
  43. SemEval-2022 Task 6: iSarcasmEval, Intended Sarcasm Detection in English and ArabicIbrahim Abu Farha, Silviu Vlad Oprea, Steven Wilson, et al.2022 · 146 citations
  44. End-to-End Task-Completion Neural Dialogue SystemsXiujun Li, Yun-Nung Chen, Lihong Li, et al.2017 · 146 citations
  45. Text Embeddings Reveal (Almost) As Much As TextJohn Morris, Volodymyr Kuleshov, Vitaly Shmatikov, et al.2023 · 146 citations
  46. Fact-Checking Complex Claims with Program-Guided ReasoningLiangming Pan, Xiaobao Wu, Xinyuan Lu, et al.2023 · 146 citations
  47. Lexicon Infused Phrase Embeddings for Named Entity ResolutionAlexandre Passos, Vineet Kumar, Andrew McCallum2014 · 146 citations
  48. Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative DecodingJun Zhang, Jue Wang, Huan Li, et al.2024 · 146 citations
  49. Statistical Properties of Probabilistic Context-Free GrammarsZhiyi Chi1999 · 145 citations
  50. SyntaxGym: An Online Platform for Targeted Evaluation of Language ModelsJon Gauthier, Jennifer Hu, Ethan Wilcox, et al.2020 · 145 citations
  51. UNQOVERing Stereotyping Biases via Underspecified QuestionsTao Li, Daniel Khashabi, Tushar Khot, et al.2020 · 145 citations
  52. Quantifying Privacy Risks of Masked Language Models Using Membership Inference AttacksFatemehsadat Mireshghallah, Kartik Goyal, Archit Uniyal, et al.2022 · 145 citations
  53. Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks?Thang Pham, Trung Bui, Long Mai, et al.2021 · 145 citations
  54. Efficient Methods for Natural Language Processing: A SurveyMarcos Treviso, Ji-Ung Lee, Tianchu Ji, et al.2023 · 145 citations
  55. SCOTT: Self-Consistent Chain-of-Thought DistillationPeifeng Wang, Zhengyang Wang, Zheng Li, et al.2023 · 145 citations
  56. Revealing the Myth of Higher-Order Inference in Coreference ResolutionLiyan Xu, Jinho D. Choi2020 · 145 citations
  57. Including Signed Languages in Natural Language ProcessingKayo Yin, Amit Moryossef, Julie Hochgesang, et al.2021 · 145 citations
  58. Context-faithful Prompting for Large Language ModelsWenxuan Zhou, Sheng Zhang, Hoifung Poon, et al.2023 · 145 citations
  59. From Arguments to Key Points: Towards Automatic Argument SummarizationRoy Bar-Haim, Lilach Eden, Roni Friedman, et al.2020 · 144 citations
  60. In-Context Learning for Few-Shot Dialogue State TrackingYushi Hu, Chia-Hsuan Lee, Tianbao Xie, et al.2022 · 144 citations
  61. SIMULEVAL: An Evaluation Toolkit for Simultaneous TranslationXutai Ma, Mohammad Javad Dousti, Changhan Wang, et al.2020 · 144 citations
  62. Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question GenerationJi Ma, Ivan Korotkov, Yinfei Yang, et al.2021 · 144 citations
  63. The Role of Context Types and Dimensionality in Learning Word EmbeddingsOren Melamud, David McClosky, Siddharth Patwardhan, et al.2016 · 144 citations
  64. GLUCOSE: GeneraLized and COntextualized Story ExplanationsNasrin Mostafazadeh, Aditya Kalyanpur, Lori Moon, et al.2020 · 144 citations
  65. Learning to Resolve Bridging ReferencesMassimo Poesio, Rahul Mehta, Axel Maroudas, et al.2004 · 144 citations
  66. Adversarial Connective-exploiting Networks for Implicit Discourse Relation ClassificationLianhui Qin, Zhisong Zhang, Hai Zhao, et al.2017 · 144 citations
  67. Supervised Models for Coreference ResolutionAltaf Rahman, Vincent Ng2009 · 144 citations
  68. Vecalign: Improved Sentence Alignment in Linear Time and SpaceBrian Thompson, Philipp Koehn2019 · 144 citations
  69. Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with NothingZhangchen Xu, Fengqing Jiang, Luyao Niu, et al.2024 · 144 citations
  70. Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought FrameworkRuochen Zhao, Xingxuan Li, Shafiq Joty, et al.2023 · 144 citations
  71. Quality-Aware Decoding for Neural Machine TranslationPatrick Fernandes, António Farinhas, Ricardo Rei, et al.2022 · 143 citations
  72. Towards Robustness of Text-to-SQL Models against Synonym SubstitutionYujian Gan, Xinyun Chen, Qiuping Huang, et al.2021 · 143 citations
  73. MiniLLM: On-Policy Distillation of Large Language ModelsYuxian Gu, Li Dong, Furu Wei, et al.2023 · 143 citations
  74. Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal SupervisionEugene Kharitonov, Damien Vincent, Zalán Borsos, et al.2023 · 143 citations
  75. Using Context Information for Dialog Act Classification in DNN FrameworkYang Liu, Kun Han, Zhao Tan, et al.2017 · 143 citations
  76. Mapping to Declarative Knowledge for Word Problem SolvingSubhro Roy, Dan Roth2018 · 143 citations
  77. Executable Code Actions Elicit Better LLM AgentsXingyao Wang, Yangyi Chen, Lifan Yuan, et al.2024 · 143 citations
  78. Generative Verifiers: Reward Modeling as Next-Token PredictionLunjun Zhang, Arian Hosseini, Hritik Bansal, et al.2024 · 143 citations
  79. Dense X Retrieval: What Retrieval Granularity Should We Use?Tong Chen, Hongwei Wang, Sihao Chen, et al.2024 · 142 citations
  80. Rethinking embedding coupling in pre-trained language modelsHyung Won Chung, Thibault Févry, Henry Tsai, et al.2020 · 142 citations
  81. Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of WordsDebanjan Ghosh, Weiwei Guo, Smaranda Muresan2015 · 142 citations
  82. Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-ExpertsHaoxiang Wang, Wei Xiong, Tengyang Xie, et al.2024 · 142 citations
  83. Justice or Prejudice? Quantifying Biases in LLM-as-a-JudgeJiayi Ye, Yanbo Wang, Yue Huang, et al.2024 · 142 citations
  84. ProofNet: Autoformalizing and Formally Proving Undergraduate-Level MathematicsZhangir Azerbayev, Bartosz Piotrowski, Hailey Schoelkopf, et al.2023 · 141 citations
  85. Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human InterventionsJohn Chung, Ece Kamar, Saleema Amershi2023 · 141 citations
  86. IndicBART: A Pre-trained Model for Indic Natural Language GenerationRaj Dabre, Himani Shrotriya, Anoop Kunchukuttan, et al.2022 · 141 citations
  87. Investigating the distribution of some (but not all) implicatures using corpora and web-based methodsJudith Degen2015 · 141 citations
  88. Large-Scale QA-SRL ParsingNicholas FitzGerald, Julian Michael, Luheng He, et al.2018 · 141 citations
  89. Fully Non-autoregressive Neural Machine Translation: Tricks of the TradeJiatao Gu, Xiang Kong2021 · 141 citations
  90. Dynamic Entity Representations in Neural Language ModelsYangfeng Ji, Chenhao Tan, Sebastian Martschat, et al.2017 · 141 citations
  91. Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance?Abhilasha Ravichander, Yonatan Belinkov, Eduard Hovy2021 · 141 citations
  92. Exploring the Limits of ChatGPT for Query or Aspect-based Text SummarizationXianjun Yang, Yan Li, Xinlu Zhang, et al.2023 · 141 citations
  93. Paragraph-level Simplification of Medical TextsAshwin Devaraj, Iain Marshall, Byron Wallace, et al.2021 · 140 citations
  94. On The Evaluation of Machine Translation Systems Trained With Back-TranslationSergey Edunov, Myle Ott, Marc'Aurelio Ranzato, et al.2020 · 140 citations
  95. Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QAYichen Jiang, Mohit Bansal2019 · 140 citations
  96. A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text GenerationTianyu Liu, Yizhe Zhang, Chris Brockett, et al.2022 · 140 citations
  97. Developing an Arabic Treebank: Methods, Guidelines, Procedures, and ToolsMohamed Maamouri, Ann Bies2004 · 140 citations
  98. Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction StrategiesLiangming Pan, Michael Saxon, Wenda Xu, et al.2024 · 140 citations
  99. Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable FeaturesHannah Rashkin, David Reitter, Gaurav Singh Tomar, et al.2021 · 140 citations
  100. TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text GenerationAdaku Uchendu, Zeyu Ma, Thai Le, et al.2021 · 140 citations

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