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Works of United States

2809 · page 3 of 29 · the most cited first · ← United States

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  1. Understanding Black-box Predictions via Influence FunctionsPang Wei Koh, Percy Liang2017 · 1,478 citations
  2. BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and GenerationJunnan Li, Dongxu Li, Caiming Xiong, et al.2022 · 1,463 citations
  3. Open Information Extraction from the WebMichele Banko, Michael J. Cafarella, Stephen Soderland, et al.2007 · 1,459 citations
  4. Sentiment Analysis of Twitter DataApoorv Agarwal, Boyi Xie, Ilia Vovsha, et al.2011 · 1,457 citations
  5. Named Entity Recognition in Tweets: An Experimental StudyAlan Ritter, Sam Clark, Mausam, et al.2011 · 1,451 citations
  6. GLM: General Language Model Pretraining with Autoregressive Blank InfillingZhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,449 citations
  7. A Probabilistic Earley Parser as a Psycholinguistic ModelJohn Hale2001 · 1,448 citations
  8. Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational SpeechAndreas Stolcke, Klaus Ries, Noah Coccaro, et al.2000 · 1,447 citations
  9. Sequence-Level Knowledge DistillationYoon Kim, Alexander M. Rush2016 · 1,440 citations
  10. Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?Sewon Min, Xinxi Lyu, Ari Holtzman, et al.2022 · 1,423 citations
  11. Zero-Shot Text-to-Image GenerationAditya Ramesh, Mikhail Pavlov, Gabriel Goh, et al.2021 · 1,423 citations
  12. Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained AspectsJianmo Ni, Jiacheng Li, Julian McAuley2019 · 1,421 citations
  13. Language-agnostic BERT Sentence EmbeddingFangxiaoyu Feng, Yinfei Yang, Daniel Cer, et al.2020 · 1,412 citations
  14. Semi-Supervised Recursive Autoencoders for Predicting Sentiment DistributionsRichard Socher, Jeffrey Pennington, Eric H. Huang, et al.2011 · 1,411 citations
  15. Contextual String Embeddings for Sequence LabelingAlan Akbik, Duncan Blythe, Roland Vollgraf2018 · 1,390 citations
  16. Unified Language Model Pre-training for Natural Language Understanding and GenerationLi Dong, Nan Yang, Wenhui Wang, et al.2019 · 1,389 citations
  17. NLTK: The Natural Language ToolkitSteven Bird2006 · 1,372 citations
  18. Climbing towards NLU: On Meaning, Form, and Understanding in the Age of DataEmily M. Bender, Alexander Koller2020 · 1,371 citations
  19. TVM: An Automated End-to-End Optimizing Compiler for Deep LearningTianqi Chen, Thierry Moreau, Ziheng Jiang, et al.2018 · 1,371 citations
  20. Generation and Comprehension of Unambiguous Object DescriptionsJunhua Mao, Jonathan Huang, Alexander Toshev, et al.2015 · 1,358 citations
  21. Improving Word Representations via Global Context and Multiple Word PrototypesEric Huang, Richard Socher, Christopher Manning, et al.2012 · 1,349 citations
  22. Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced LexiconsAndrew McCallum, Wei Li2003 · 1,335 citations
  23. Optimizing Semantic Coherence in Topic ModelsDavid Mimno, Hanna Wallach, Edmund Talley, et al.2011 · 1,334 citations
  24. Sequence Level Training with Recurrent Neural NetworksMarc'Aurelio Ranzato, Sumit Chopra, Michael Auli, et al.2015 · 1,325 citations
  25. 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
  26. DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding SharingPengcheng He, Jianfeng Gao, Weizhu Chen2021 · 1,316 citations
  27. Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative RerankingEugene Charniak, Mark Johnson2005 · 1,312 citations
  28. Language Modeling with Gated Convolutional NetworksYann N. Dauphin, Angela Fan, Michael Auli, et al.2016 · 1,305 citations
  29. VideoBERT: A Joint Model for Video and Language Representation LearningChen Sun, Austin Myers, Carl Vondrick, et al.2019 · 1,305 citations
  30. A Program for Aligning Sentences in Bilingual CorporaWilliam A. Gale, Kenneth W. Church1993 · 1,284 citations
  31. COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAntoine Bosselut, Hannah Rashkin, Maarten Sap, et al.2019 · 1,282 citations
  32. V-Measure: A Conditional Entropy-Based External Cluster Evaluation MeasureAndrew Rosenberg, Julia Hirschberg2007 · 1,279 citations
  33. RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language ModelsSamuel Gehman, Suchin Gururangan, Maarten Sap, et al.2020 · 1,277 citations
  34. End-to-end Neural Coreference ResolutionKenton Lee, Luheng He, Mike Lewis, et al.2017 · 1,277 citations
  35. ReferItGame: Referring to Objects in Photographs of Natural ScenesSahar Kazemzadeh, Vicente Ordonez, Mark Matten, et al.2014 · 1,276 citations
  36. Diachronic Word Embeddings Reveal Statistical Laws of Semantic ChangeWilliam L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 1,270 citations
  37. Deep Convolutional Neural Networks for Sentiment Analysis of Short TextsCícero dos Santos, Maíra Gatti2014 · 1,269 citations
  38. CamemBERT: a Tasty French Language ModelLouis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, et al.2019 · 1,262 citations
  39. Non-Projective Dependency Parsing using Spanning Tree AlgorithmsRyan McDonald, Fernando Pereira, Kiril Ribarov, et al.2005 · 1,258 citations
  40. Learning Accurate, Compact, and Interpretable Tree AnnotationSlav Petrov, Leon Barrett, Romain Thibaux, et al.2006 · 1,242 citations
  41. What Makes Good In-Context Examples for GPT-3?Jiachang Liu, Dinghan Shen, Yizhe Zhang, et al.2022 · 1,235 citations
  42. Latent Retrieval for Weakly Supervised Open Domain Question AnsweringKenton Lee, Ming-Wei Chang, Kristina Toutanova2019 · 1,234 citations
  43. PIQA: Reasoning about Physical Commonsense in Natural LanguageYonatan Bisk, Rowan Zellers, Ronan Le Bras, et al.2019 · 1,218 citations
  44. Learning Extraction Patterns for Subjective ExpressionsEllen Riloff, Janyce Wiebe2003 · 1,217 citations
  45. Online Large-Margin Training of Dependency ParsersRyan McDonald, Koby Crammer, Fernando Pereira2005 · 1,212 citations
  46. Publicly Available Clinical BERT EmbeddingsEmily Alsentzer, John R. Murphy, Willie Boag, et al.2019 · 1,209 citations
  47. An Empirical Study of Smoothing Techniques for Language ModelingStanley F. Chen, Joshua Goodman1996 · 1,209 citations
  48. Recipes for Building an Open-Domain ChatbotStephen Roller, Emily Dinan, Naman Goyal, et al.2021 · 1,206 citations
  49. Opinion Word Expansion and Target Extraction through Double PropagationGuang Qiu, Bing Liu, Jiajun Bu, et al.2011 · 1,196 citations
  50. Attention is not not ExplanationSarah Wiegreffe, Yuval Pinter2019 · 1,192 citations
  51. Gender Bias in Coreference Resolution: Evaluation and Debiasing MethodsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2018 · 1,186 citations
  52. A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the UglyYifan Yao, Jinhao Duan, Kaidi Xu, et al.2023 · 1,181 citations
  53. Efficient Low-rank Multimodal Fusion With Modality-Specific FactorsZhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, et al.2018 · 1,174 citations
  54. A Shortest Path Dependency Kernel for Relation ExtractionRazvan Bunescu, Raymond Mooney2005 · 1,173 citations
  55. Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question AnsweringYash Goyal, Tejas Khot, Douglas Summers-Stay, et al.2016 · 1,169 citations
  56. On the Cross-lingual Transferability of Monolingual RepresentationsMikel Artetxe, Sebastian Ruder, Dani Yogatama2020 · 1,168 citations
  57. Modeling Context in Referring ExpressionsLicheng Yu, Patrick Poirson, Shan Yang, et al.2016 · 1,165 citations
  58. Distributional Clustering of English WordsFernando Pereira, Naftali Tishby, Lillian Lee1993 · 1,160 citations
  59. SemEval-2017 Task 4: Sentiment Analysis in TwitterSara Rosenthal, Noura Farra, Preslav Nakov2017 · 1,159 citations
  60. Generative Modeling by Estimating Gradients of the Data DistributionYang Song, Stefano Ermon2019 · 1,155 citations
  61. PubMedQA: A Dataset for Biomedical Research Question AnsweringQiao Jin, Bhuwan Dhingra, Zhengping Liu, et al.2019 · 1,152 citations
  62. "Why Should I Trust You?": Explaining the Predictions of Any ClassifierMarco Tulio Ribeiro, Sameer Singh, Carlos Guestrin2016 · 1,148 citations
  63. The Risk of Racial Bias in Hate Speech DetectionMaarten Sap, Dallas Card, Saadia Gabriel, et al.2019 · 1,148 citations
  64. The Stanford Typed Dependencies RepresentationMarie-Catherine de Marneffe, Christopher D. Manning2008 · 1,144 citations
  65. Least-to-most prompting enables complex reasoning in large language models2022 · 1,143 citations
  66. BERTweet: A pre-trained language model for English TweetsDat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen2020 · 1,139 citations
  67. StereoSet: Measuring stereotypical bias in pretrained language modelsMoin Nadeem, Anna Bethke, Siva Reddy2021 · 1,131 citations
  68. Autonomous chemical research with large language modelsDaniil A. Boiko, Robert MacKnight, Ben Kline, et al.2023 · 1,122 citations
  69. A Study on Similarity and Relatedness Using Distributional and WordNet-based ApproachesEneko Agirre, Enrique Alfonseca, Keith Hall, et al.2009 · 1,117 citations
  70. WikiQA: A Challenge Dataset for Open-Domain Question AnsweringYi Yang, Wen-tau Yih, Christopher Meek2015 · 1,117 citations
  71. Baselines and Bigrams: Simple, Good Sentiment and Topic ClassificationSida Wang, Christopher Manning2012 · 1,116 citations
  72. Predicting the Type and Target of Offensive Posts in Social MediaMarcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,113 citations
  73. Prompt Programming for Large Language Models: Beyond the Few-Shot ParadigmLaria Reynolds, Kyle McDonell2021 · 1,111 citations
  74. Very Deep Convolutional Networks for Text ClassificationAlexis Conneau, Holger Schwenk, Loïc Barrault, et al.2017 · 1,110 citations
  75. SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,109 citations
  76. SemEval-2012 Task 6: A Pilot on Semantic Textual SimilarityEneko Agirre, Daniel Cer, Mona Diab, et al.2012 · 1,107 citations
  77. Generating Natural Language Adversarial ExamplesMoustafa Alzantot, Yash Sharma, Ahmed Elgohary, et al.2018 · 1,102 citations
  78. Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve ThemMirac Suzgun, Nathan Scales, Nathanael Schärli, et al.2023 · 1,094 citations
  79. SemEval-2018 Task 1: Affect in TweetsSaif Mohammad, Felipe Bravo-Marquez, Mohammad Salameh, et al.2018 · 1,092 citations
  80. Abstractive Sentence Summarization with Attentive Recurrent Neural NetworksSumit Chopra, Michael Auli, Alexander M. Rush2016 · 1,085 citations
  81. Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech TaggerKristina Toutanova, Christopher D. Manning2000 · 1,082 citations
  82. SemEval-2016 Task 4: Sentiment Analysis in TwitterPreslav Nakov, Alan Ritter, Sara Rosenthal, et al.2016 · 1,081 citations
  83. Neural Module NetworksJacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2015 · 1,075 citations
  84. Bias and Fairness in Large Language Models: A SurveyIsabel O. Gallegos, Ryan A. Rossi, Joe Barrow, et al.2023 · 1,072 citations
  85. Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-CheckingHannah Rashkin, Eunsol Choi, Jin Yea Jang, et al.2017 · 1,072 citations
  86. Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking DatasetsYifan Peng, Shankai Yan, Zhiyong Lu2019 · 1,070 citations
  87. CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotesSameer Pradhan, Alessandro Moschitti, Nianwen Xue, et al.2012 · 1,064 citations
  88. QuAC: Question Answering in ContextEunsol Choi, He He, Mohit Iyyer, et al.2018 · 1,057 citations
  89. The Penn Treebank: Annotating Predicate Argument StructureMitchell Marcus, Grace Kim, Mary Ann Marcinkiewicz, et al.1994 · 1,056 citations
  90. A Model-Theoretic Coreference Scoring SchemeMarc Vilain, John Burger, John Aberdeen, et al.1995 · 1,055 citations
  91. InstructBLIP: Towards General-purpose Vision-Language Models with Instruction TuningWenliang Dai, Junnan Li, Dongxu Li, et al.2023 · 1,051 citations
  92. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsWenpeng Yin, Hinrich Schütze, Bing Xiang, et al.2016 · 1,048 citations
  93. Graph Convolution over Pruned Dependency Trees Improves Relation ExtractionYuhao Zhang, Peng Qi, Christopher D. Manning2018 · 1,046 citations
  94. Three Generative, Lexicalised Models for Statistical ParsingMichael Collins1997 · 1,045 citations
  95. Adversarial Learning for Neural Dialogue GenerationJiwei Li, Will Monroe, Tianlin Shi, et al.2017 · 1,044 citations
  96. GPT Understands, TooXiao Liu, Yanan Zheng, Zhengxiao Du, et al.2021 · 1,039 citations
  97. Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level ConstraintsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2017 · 1,030 citations
  98. What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic propertiesAlexis Conneau, German Kruszewski, Guillaume Lample, et al.2018 · 1,021 citations
  99. Finite-State Transducers in Language and Speech ProcessingMehryar Mohri1997 · 1,021 citations
  100. Context-Dependent Sentiment Analysis in User-Generated VideosSoujanya Poria, Erik Cambria, Devamanyu Hazarika, et al.2017 · 1,019 citations

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