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Works of United States

3659 · page 13 of 37 · the most cited first · ← United States

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  1. Want To Reduce Labeling Cost? GPT-3 Can HelpShuohang Wang, Yang Liu, Yichong Xu, et al.2021 · 298 citations
  2. Canine: Pre-training an Efficient Tokenization-Free Encoder for Language RepresentationJonathan H. Clark, Dan Garrette, Iulia Turc, et al.2022 · 297 citations
  3. Bayesian Unsupervised Topic SegmentationJacob Eisenstein, Regina Barzilay2008 · 297 citations
  4. OCRBench: On the Hidden Mystery of OCR in Large Multimodal ModelsYuliang Liu, Zhang Li, Mingxin Huang, et al.2023 · 297 citations
  5. Robust Distant Supervision Relation Extraction via Deep Reinforcement LearningPengda Qin, Weiran Xu, William Yang Wang2018 · 297 citations
  6. Large Language Models are Effective Text Rankers with Pairwise Ranking PromptingZhen Qin, Rolf Jagerman, Kai Hui, et al.2024 · 297 citations
  7. Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMsShengbang Tong, Zhuang Liu, Yuexiang Zhai, et al.2024 · 297 citations
  8. BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in BanglaAbhik Bhattacharjee, Tahmid Hasan, Wasi Ahmad, et al.2022 · 296 citations
  9. Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question AnsweringYanlin Feng, Xinyue Chen, Bill Yuchen Lin, et al.2020 · 296 citations
  10. Phrase Clustering for Discriminative LearningDekang Lin, Xiaoyun Wu2009 · 296 citations
  11. Developing Age and Gender Predictive Lexica over Social MediaMaarten Sap, Gregory Park, Johannes Eichstaedt, et al.2014 · 296 citations
  12. Towards Debiasing Fact Verification ModelsTal Schuster, Darsh Shah, Yun Jie Serene Yeo, et al.2019 · 296 citations
  13. Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat DataCanwen Xu, Daya Guo, Nan Duan, et al.2023 · 296 citations
  14. Automatic Acquisition of Domain Knowledge for Information ExtractionRoman Yangarber, Ralph Grishman, Pasi Tapanainen, et al.2000 · 296 citations
  15. Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence TaggerMassimiliano Ciaramita, Yasemin Altun2006 · 295 citations
  16. Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity MeasurementHua He, Jimmy Lin2016 · 295 citations
  17. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized OptimizationHaoming Jiang, Pengcheng He, Weizhu Chen, et al.2020 · 295 citations
  18. Entity-Based Knowledge Conflicts in Question AnsweringShayne Longpre, Kartik Perisetla, Anthony Chen, et al.2021 · 295 citations
  19. Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency ParsingTal Schuster, Ori Ram, Regina Barzilay, et al.2019 · 295 citations
  20. Predictive power of word surprisal for reading times is a linear function of language model qualityAdam Goodkind, Klinton Bicknell2018 · 294 citations
  21. Evaluating Verifiability in Generative Search EnginesNelson Liu, Tianyi Zhang, Percy Liang2023 · 294 citations
  22. A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical LiteratureBenjamin Nye, Junyi Jessy Li, Roma Patel, et al.2018 · 294 citations
  23. Easy Victories and Uphill Battles in Coreference ResolutionGreg Durrett, Dan Klein2013 · 293 citations
  24. The Necessity of Parsing for Predicate Argument RecognitionDaniel Gildea, Martha Palmer2002 · 293 citations
  25. Centering: A Parametric Theory and Its InstantiationsMassimo Poesio, Rosemary Stevenson, Barbara Di Eugenio, et al.2004 · 293 citations
  26. Ethical Research Protocols for Social Media Health ResearchAdrian Benton, Glen Coppersmith, Mark Dredze2017 · 292 citations
  27. A Survey of the State of Explainable AI for Natural Language ProcessingMarina Danilevsky, Kun Qian, Ranit Aharonov, et al.2020 · 292 citations
  28. Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human AttackEmily Dinan, Samuel Humeau, Bharath Chintagunta, et al.2019 · 292 citations
  29. A Benchmark Dataset for Learning to Intervene in Online Hate SpeechJing Qian, Anna Bethke, Yinyin Liu, et al.2019 · 292 citations
  30. Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for LittleKoustuv Sinha, Robin Jia, Dieuwke Hupkes, et al.2021 · 292 citations
  31. Neural language models as psycholinguistic subjects: Representations of syntactic stateRichard Futrell, Ethan Wilcox, Takashi Morita, et al.2019 · 291 citations
  32. Statistical Machine Translation for Query Expansion in Answer RetrievalStefan Riezler, Alexander Vasserman, Ioannis Tsochantaridis, et al.2007 · 291 citations
  33. Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor LearningYi Yang, Arzoo Katiyar2020 · 291 citations
  34. Diverse Few-Shot Text Classification with Multiple MetricsMo Yu, Xiaoxiao Guo, Jinfeng Yi, et al.2018 · 291 citations
  35. Emotion Intensities in TweetsSaif Mohammad, Felipe Bravo-Marquez2017 · 290 citations
  36. Detecting Sarcasm in Multimodal Social PlatformsRossano Schifanella, Paloma de Juan, Joel Tetreault, et al.2016 · 290 citations
  37. Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online PostingsHan-Chin Shing, Suraj Nair, Ayah Zirikly, et al.2018 · 290 citations
  38. SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine TranslationXinyi Wang, Hieu Pham, Zihang Dai, et al.2018 · 290 citations
  39. HAT: Hardware-Aware Transformers for Efficient Natural Language ProcessingHanrui Wang, Zhanghao Wu, Zhijian Liu, et al.2020 · 290 citations
  40. Methods for Using Textual Entailment in Open-Domain Question AnsweringSanda Harabagiu, Andrew Hickl2006 · 289 citations
  41. An Algorithm for Finding Noun Phrase Correspondences in Bilingual CorporaJulian Kupiec1993 · 289 citations
  42. CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language ProcessingOssama Obeid, Nasser Zalmout, Salam Khalifa, et al.2020 · 289 citations
  43. Syntax-based Alignment of Multiple Translations: Extracting Paraphrases and Generating New SentencesBo Pang, Kevin Knight, Daniel Marcu2003 · 289 citations
  44. Get Your Vitamin C! Robust Fact Verification with Contrastive EvidenceTal Schuster, Adam Fisch, Regina Barzilay2021 · 289 citations
  45. Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend SkillsEric Michael Smith, Mary Williamson, Kurt Shuster, et al.2020 · 289 citations
  46. Structural Scaffolds for Citation Intent Classification in Scientific PublicationsArman Cohan, Waleed Ammar, Madeleine van Zuylen, et al.2019 · 288 citations
  47. QAFactEval: Improved QA-Based Factual Consistency Evaluation for SummarizationAlexander Fabbri, Chien-Sheng Wu, Wenhao Liu, et al.2022 · 288 citations
  48. Learning to Translate in Real-time with Neural Machine TranslationJiatao Gu, Graham Neubig, Kyunghyun Cho, et al.2017 · 288 citations
  49. Translating Named Entities Using Monolingual and Bilingual ResourcesYaser Al-Onaizan, Kevin Knight2002 · 288 citations
  50. emrQA: A Large Corpus for Question Answering on Electronic Medical RecordsAnusri Pampari, Preethi Raghavan, Jennifer Liang, et al.2018 · 288 citations
  51. From Words to Watts: Benchmarking the Energy Costs of Large Language Model InferenceSiddharth Samsi, Dan Zhao, Joseph McDonald, et al.2023 · 288 citations
  52. The Arabic Online Commentary Dataset: an Annotated Dataset of Informal Arabic with High Dialectal ContentOmar F. Zaidan, Chris Callison-Burch2011 · 288 citations
  53. Computational Sociolinguistics: A SurveyDong Nguyen, A. Seza Doğruöz, Carolyn P. Rosé, et al.2016 · 287 citations
  54. Machine Translation Using Probabilistic Synchronous Dependency Insertion GrammarsYuan Ding, Martha Palmer2005 · 286 citations
  55. PAQ: 65 Million Probably-Asked Questions and What You Can Do With ThemPatrick Lewis, Yuxiang Wu, Linqing Liu, et al.2021 · 286 citations
  56. The First International Chinese Word Segmentation BakeoffRichard Sproat, Thomas Emerson2003 · 286 citations
  57. Machine Translation of Arabic DialectsRabih Zbib, Erika Malchiodi, Jacob Devlin, et al.2012 · 286 citations
  58. A Bayesian Mixed Effects Model of Literary CharacterDavid Bamman, Ted Underwood, Noah A. Smith2014 · 285 citations
  59. Learning to Paraphrase for Question AnsweringLi Dong, Jonathan Mallinson, Siva Reddy, et al.2017 · 285 citations
  60. Metaphor as a Medium for Emotion: An Empirical StudySaif Mohammad, Ekaterina Shutova, Peter Turney2016 · 285 citations
  61. PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase IdentificationYinfei Yang, Yuan Zhang, Chris Tar, et al.2019 · 285 citations
  62. Lexical Generalization in CCG Grammar Induction for Semantic ParsingTom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, et al.2011 · 284 citations
  63. Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big ChallengesQingsong Ma, Johnny Wei, Ondřej Bojar, et al.2019 · 284 citations
  64. USR: An Unsupervised and Reference Free Evaluation Metric for Dialog GenerationShikib Mehri, Maxine Eskenazi2020 · 284 citations
  65. Scoring Coreference Partitions of Predicted Mentions: A Reference ImplementationSameer Pradhan, Xiaoqiang Luo, Marta Recasens, et al.2014 · 284 citations
  66. Jointly Predicting Predicates and Arguments in Neural Semantic Role LabelingLuheng He, Kenton Lee, Omer Levy, et al.2018 · 283 citations
  67. MEGA: Multilingual Evaluation of Generative AIKabir Ahuja, Harshita Diddee, Rishav Hada, et al.2023 · 282 citations
  68. A Systematic Comparison of Smoothing Techniques for Sentence-Level BLEUBoxing Chen, Colin Cherry2014 · 282 citations
  69. Large Language Model based Multi-Agents: A Survey of Progress and ChallengesTaicheng Guo, Xiuying Chen, Yaqi Wang, et al.2024 · 282 citations
  70. Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity AnnotationSvetlana Kiritchenko, Saif Mohammad2017 · 282 citations
  71. Contextualized Perturbation for Textual Adversarial AttackDianqi Li, Yizhe Zhang, Hao Peng, et al.2021 · 282 citations
  72. Fine-grained Fact Verification with Kernel Graph Attention NetworkZhenghao Liu, Chenyan Xiong, Maosong Sun, et al.2020 · 282 citations
  73. Analysing Mathematical Reasoning Abilities of Neural ModelsDavid Saxton, Edward Grefenstette, Felix Hill, et al.2019 · 282 citations
  74. Multi-Sentence Argument LinkingSeth Ebner, Patrick Xia, Ryan Culkin, et al.2020 · 281 citations
  75. The rhetorical parsing of unrestricted texts: a surface-based approachDaniel Marcu2000 · 281 citations
  76. Compositional Vector Space Models for Knowledge Base CompletionArvind Neelakantan, Benjamin Roth, Andrew McCallum2015 · 281 citations
  77. Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work?Yada Pruksachatkun, Jason Phang, Haokun Liu, et al.2020 · 281 citations
  78. Sentence Alignment for Monolingual Comparable CorporaRegina Barzilay, Noemie Elhadad2003 · 280 citations
  79. A Statistical Parser for CzechMichael Collins, Jan Hajic, Lance Ramshaw, et al.1999 · 280 citations
  80. Semantic Parsing for Task Oriented Dialog using Hierarchical RepresentationsSonal Gupta, Rushin Shah, Mrinal Mohit, et al.2018 · 280 citations
  81. Otter: A Multi-Modal Model with In-Context Instruction TuningBo Li, Yuanhan Zhang, Liangyu Chen, et al.2023 · 280 citations
  82. A Problem for RST: The Need for Multi-Level Discourse AnalysisJohanna D. Moore, Martha E. Pollack1992 · 280 citations
  83. Learning Neural Templates for Text GenerationSam Wiseman, Stuart Shieber, Alexander Rush2018 · 280 citations
  84. Generate rather than Retrieve: Large Language Models are Strong Context GeneratorsWenhao Yu, Dan Iter, Shuohang Wang, et al.2022 · 280 citations
  85. AlignScore: Evaluating Factual Consistency with A Unified Alignment FunctionYuheng Zha, Yichi Yang, Ruichen Li, et al.2023 · 280 citations
  86. Large Language Models for Mathematical Reasoning: Progresses and ChallengesJanice Ahn, Rishu Verma, Renze Lou, et al.2024 · 279 citations
  87. BAM! Born-Again Multi-Task Networks for Natural Language UnderstandingKevin Clark, Minh-Thang Luong, Urvashi Khandelwal, et al.2019 · 279 citations
  88. Larger language models do in-context learning differentlyJerry Wei, Jason Wei, Yi Tay, et al.2023 · 279 citations
  89. Identifying Agreement and Disagreement in Conversational Speech: Use of Bayesian Networks to Model Pragmatic DependenciesMichel Galley, Kathleen McKeown, Julia Hirschberg, et al.2004 · 278 citations
  90. Multilingual Language Processing From BytesDan Gillick, Cliff Brunk, Oriol Vinyals, et al.2016 · 278 citations
  91. Lexical Influences on the Perception of SarcasmRoger Kreuz, Gina Caucci2007 · 278 citations
  92. MIME: MIMicking Emotions for Empathetic Response GenerationNavonil Majumder, Pengfei Hong, Shanshan Peng, et al.2020 · 278 citations
  93. Paraphrase Identification as Probabilistic Quasi-Synchronous RecognitionDipanjan Das, Noah A. Smith2009 · 277 citations
  94. Simple Coreference Resolution with Rich Syntactic and Semantic FeaturesAria Haghighi, Dan Klein2009 · 277 citations
  95. Automatic Language Identification in Texts: A SurveyTommi Jauhiainen, Marco Lui, Marcos Zampieri, et al.2019 · 277 citations
  96. SemEval-2007 Task 14: Affective TextCarlo Strapparava, Rada Mihalcea2007 · 277 citations
  97. Llemma: An Open Language Model For MathematicsZhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, et al.2023 · 276 citations
  98. A Maximum Entropy Model for Prepositional Phrase AttachmentAdwait Ratnaparkhi, Jeff Reynar, Salim Roukos1994 · 276 citations
  99. Parser Combination by ReparsingKenji Sagae, Alon Lavie2006 · 276 citations
  100. What do RNN Language Models Learn about Filler-Gap Dependencies?Ethan Wilcox, Roger Levy, Takashi Morita, et al.2018 · 276 citations

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