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Works of United States

2809 · page 10 of 29 · the most cited first · ← United States

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  1. Text Understanding with the Attention Sum Reader NetworkRudolf Kadlec, Martin Schmid, Ondrej Bajgar, et al.2016 · 379 citations
  2. Tulu 3: Pushing Frontiers in Open Language Model Post-TrainingNathan Lambert, Jacob Morrison, Valentina Pyatkin, et al.2024 · 379 citations
  3. Open Sesame: Getting inside BERT's Linguistic KnowledgeYongjie Lin, Yi Chern Tan, Robert Frank2019 · 379 citations
  4. Fine-Grained Analysis of Propaganda in News ArticlesGiovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, et al.2019 · 379 citations
  5. Emerging Cross-lingual Structure in Pretrained Language ModelsAlexis Conneau, Shijie Wu, Haoran Li, et al.2020 · 378 citations
  6. ETC: Encoding Long and Structured Inputs in TransformersJoshua Ainslie, Santiago Ontañón, Chris Alberti, et al.2020 · 377 citations
  7. Representing Discourse Coherence: A Corpus-Based StudyFlorian Wolf, Edward Gibson2005 · 377 citations
  8. HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual DataWenhu Chen, Hanwen Zha, Zhiyu Chen, et al.2020 · 376 citations
  9. A Scalable Global Model for SummarizationDan Gillick, Benoit Favre2009 · 376 citations
  10. Tool Learning with Foundation ModelsYujia Qin, Shengding Hu, Yankai Lin, et al.2023 · 376 citations
  11. Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention NetworksYao Zhao, Xiaochuan Ni, Yuanyuan Ding, et al.2018 · 376 citations
  12. Transformers as Soft Reasoners over LanguagePeter Clark, Oyvind Tafjord, Kyle Richardson2020 · 375 citations
  13. MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionAdam Fisch, Alon Talmor, Robin Jia, et al.2019 · 375 citations
  14. From Paraphrase Database to Compositional Paraphrase Model and BackJohn Wieting, Mohit Bansal, Kevin Gimpel, et al.2015 · 375 citations
  15. Editing Models with Task ArithmeticGabriel Ilharco, Marco Tulio Ribeiro, Mitchell Wortsman, et al.2022 · 374 citations
  16. A Watermark for Large Language ModelsJohn Kirchenbauer, Jonas Geiping, Yuxin Wen, et al.2023 · 374 citations
  17. Crowdsourcing Translation: Professional Quality from Non-ProfessionalsOmar F. Zaidan, Chris Callison-Burch2011 · 374 citations
  18. A Dataset of Information-Seeking Questions and Answers Anchored in Research PapersPradeep Dasigi, Kyle Lo, Iz Beltagy, et al.2021 · 372 citations
  19. cdec: A Decoder, Alignment, and Learning Framework for Finite-State and Context-Free Translation ModelsChris Dyer, Adam Lopez, Juri Ganitkevitch, et al.2010 · 372 citations
  20. Improving Lexical Embeddings with Semantic KnowledgeMo Yu, Mark Dredze2014 · 371 citations
  21. WebArena: A Realistic Web Environment for Building Autonomous AgentsShuyan Zhou, Frank F. Xu, Hao Zhu, et al.2023 · 371 citations
  22. Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich MorphologyRan Zmigrod, Sabrina J. Mielke, Hanna Wallach, et al.2019 · 371 citations
  23. Question Generation for Question AnsweringNan Duan, Duyu Tang, Peng Chen, et al.2017 · 370 citations
  24. Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical ReasoningLiangming Pan, Alon Albalak, Xinyi Wang, et al.2023 · 370 citations
  25. Green AIRoy Schwartz, Jesse Dodge, Noah A. Smith, et al.2019 · 370 citations
  26. Learning for Semantic Parsing with Statistical Machine TranslationYuk Wah Wong, Raymond Mooney2006 · 370 citations
  27. Intricacies of Collins' Parsing ModelDaniel M. Bikel2004 · 369 citations
  28. What makes a good conversation? How controllable attributes affect human judgmentsAbigail See, Stephen Roller, Douwe Kiela, et al.2019 · 369 citations
  29. Metaphor Detection with Cross-Lingual Model TransferYulia Tsvetkov, Leonid Boytsov, Anatole Gershman, et al.2014 · 369 citations
  30. WASSA-2017 Shared Task on Emotion IntensitySaif Mohammad, Felipe Bravo-Marquez2017 · 368 citations
  31. Massively Multilingual Neural Machine TranslationRoee Aharoni, Melvin Johnson, Orhan Firat2019 · 367 citations
  32. VILA: On Pre-training for Visual Language ModelsJi Lin, Hongxu Yin, Wei Ping, et al.2023 · 367 citations
  33. WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-InstructHaipeng Luo, Qingfeng Sun, Can Xu, et al.2023 · 366 citations
  34. Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social GoodXuewei Wang, Weiyan Shi, Richard Kim, et al.2019 · 366 citations
  35. A Latent Variable Model Approach to PMI-based Word EmbeddingsSanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2016 · 365 citations
  36. The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language ModelsGo Inoue, Bashar Alhafni, Nurpeiis Baimukan, et al.2021 · 365 citations
  37. The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational LinguisticsSteven Bird, Robert Dale, Bonnie Dorr, et al.2008 · 364 citations
  38. Latent Hatred: A Benchmark for Understanding Implicit Hate SpeechMai ElSherief, Caleb Ziems, David Muchlinski, et al.2021 · 364 citations
  39. Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language DetectionMaarten Sap, Swabha Swayamdipta, Laura Vianna, et al.2022 · 364 citations
  40. Identifying and Reducing Gender Bias in Word-Level Language ModelsShikha Bordia, Samuel R. Bowman2019 · 363 citations
  41. The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–EnglishFrancisco Guzmán, Peng-Jen Chen, Myle Ott, et al.2019 · 361 citations
  42. How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular BenchmarksDivyansh Kaushik, Zachary C. Lipton2018 · 361 citations
  43. Adaptive Attention Span in TransformersSainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski, et al.2019 · 361 citations
  44. Revisiting Few-sample BERT Fine-tuningTianyi Zhang, Felix Wu, Arzoo Katiyar, et al.2020 · 361 citations
  45. TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueChien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.2020 · 360 citations
  46. The Media Frames Corpus: Annotations of Frames Across IssuesDallas Card, Amber E. Boydstun, Justin H. Gross, et al.2015 · 359 citations
  47. Analyzing the Behavior of Visual Question Answering ModelsAishwarya Agrawal, Dhruv Batra, Devi Parikh2016 · 358 citations
  48. Experiments with a Higher-Order Projective Dependency ParserXavier Carreras2007 · 358 citations
  49. Arabic Preprocessing Schemes for Statistical Machine TranslationNizar Habash, Fatiha Sadat2006 · 358 citations
  50. Datasets: A Community Library for Natural Language ProcessingQuentin Lhoest, Albert Villanova del Moral, Yacine Jernite, et al.2021 · 358 citations
  51. Mind the GAP: A Balanced Corpus of Gendered Ambiguous PronounsKellie Webster, Marta Recasens, Vera Axelrod, et al.2018 · 358 citations
  52. Adversarial Removal of Demographic Attributes from Text DataYanai Elazar, Yoav Goldberg2018 · 357 citations
  53. BRIO: Bringing Order to Abstractive SummarizationYixin Liu, Pengfei Liu, Dragomir Radev, et al.2022 · 357 citations
  54. Orca: Progressive Learning from Complex Explanation Traces of GPT-4Subhabrata Mukherjee, Arindam Mitra, Ganesh Jawahar, et al.2023 · 357 citations
  55. Universal Neural Machine Translation for Extremely Low Resource LanguagesJiatao Gu, Hany Hassan, Jacob Devlin, et al.2018 · 356 citations
  56. Multilingual Constituency Parsing with Self-Attention and Pre-TrainingNikita Kitaev, Steven Cao, Dan Klein2019 · 356 citations
  57. Synthetic QA Corpora Generation with Roundtrip ConsistencyChris Alberti, Daniel Andor, Emily Pitler, et al.2019 · 355 citations
  58. Parameter-Efficient Transfer Learning with Diff PruningDemi Guo, Alexander Rush, Yoon Kim2021 · 355 citations
  59. Averaging Weights Leads to Wider Optima and Better GeneralizationPavel Izmailov, Dmitrii Podoprikhin, Timur Garipov, et al.2018 · 355 citations
  60. Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and InferenceBenjamin Warner, Antoine Chaffin, Benjamin Clavié, et al.2024 · 355 citations
  61. Integrating Graph-Based and Transition-Based Dependency ParsersJoakim Nivre, Ryan McDonald2008 · 354 citations
  62. Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated FeedbackBaolin Peng, Michel Galley, Pengcheng He, et al.2023 · 354 citations
  63. CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEBHolger Schwenk, Guillaume Wenzek, Sergey Edunov, et al.2019 · 354 citations
  64. Characterizing Structural Descriptions Produced by Various Grammatical FormalismsK. Vijay-Shanker, David J. Weir, Aravind K. Joshi1987 · 354 citations
  65. Learning Non-Isomorphic Tree Mappings for Machine TranslationJason Eisner2003 · 353 citations
  66. QuestEval: Summarization Asks for Fact-based EvaluationThomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2021 · 353 citations
  67. Query2doc: Query Expansion with Large Language ModelsLiang Wang, Nan Yang, Furu Wei2023 · 353 citations
  68. Understanding the Value of Features for Coreference ResolutionEric Bengtson, Dan Roth2008 · 352 citations
  69. Bayesian Inference for PCFGs via Markov Chain Monte CarloMark Johnson, Thomas Griffiths, Sharon Goldwater2007 · 352 citations
  70. Reranking and Self-Training for Parser AdaptationDavid McClosky, Eugene Charniak, Mark Johnson2006 · 352 citations
  71. Using a Semantic Concordance for Sense IdentificationGeorge A. Miller, Martin Chodorow, Shari Landes, et al.1994 · 352 citations
  72. ViperGPT: Visual Inference via Python Execution for ReasoningDidac Suris, Sachit Menon, Carl Vondrick2023 · 352 citations
  73. Using “Annotator Rationales” to Improve Machine Learning for Text CategorizationOmar Zaidan, Jason Eisner, Christine Piatko2007 · 352 citations
  74. RARR: Researching and Revising What Language Models Say, Using Language ModelsLuyu Gao, Zhuyun Dai, Panupong Pasupat, et al.2023 · 351 citations
  75. A Corpus for Research on Deliberation and DebateMarilyn Walker, Jean Fox Tree, Pranav Anand, et al.2012 · 351 citations
  76. Improving Text-to-SQL Evaluation MethodologyCatherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, et al.2018 · 350 citations
  77. FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationEsin Durmus, He He, Mona Diab2020 · 350 citations
  78. Zero-Resource Translation with Multi-Lingual Neural Machine TranslationOrhan Firat, Baskaran Sankaran, Yaser Al-onaizan, et al.2016 · 350 citations
  79. Modelling Context with User Embeddings for Sarcasm Detection in Social MediaSilvio Amir, Byron C. Wallace, Hao Lyu, et al.2016 · 349 citations
  80. Temporal Annotation in the Clinical DomainWilliam F. Styler IV, Steven Bethard, Sean Finan, et al.2014 · 349 citations
  81. Internet-Augmented Dialogue GenerationMojtaba Komeili, Kurt Shuster, Jason Weston2022 · 349 citations
  82. STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix FrameworkMingbo Ma, Liang Huang, Hao Xiong, et al.2019 · 349 citations
  83. What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine AlignmentHongyuan Mei, Mohit Bansal, Matthew R. Walter2016 · 349 citations
  84. Reformulating Unsupervised Style Transfer as Paraphrase GenerationKalpesh Krishna, John Wieting, Mohit Iyyer2020 · 348 citations
  85. FiLM: Visual Reasoning with a General Conditioning LayerEthan Perez, Florian Strub, Harm de Vries, et al.2017 · 348 citations
  86. Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsEric Wallace, Yizhong Wang, Sujian Li, et al.2019 · 348 citations
  87. Towards End-to-End Reinforcement Learning of Dialogue Agents for Information AccessBhuwan Dhingra, Lihong Li, Xiujun Li, et al.2017 · 347 citations
  88. Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared TaskTimothy Dozat, Peng Qi, Christopher D. Manning2017 · 346 citations
  89. Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style TransferJuncen Li, Robin Jia, He He, et al.2018 · 346 citations
  90. Graph-based Neural Multi-Document SummarizationMichihiro Yasunaga, Rui Zhang, Kshitijh Meelu, et al.2017 · 346 citations
  91. A Generative Constituent-Context Model for Improved Grammar InductionDan Klein, Christopher D. Manning2002 · 345 citations
  92. Faithful Chain-of-Thought ReasoningQing Lyu, Shreya Havaldar, Adam Stein, et al.2023 · 345 citations
  93. Unsupervised Semantic ParsingHoifung Poon, Pedro Domingos2009 · 345 citations
  94. Word Sense Disambiguation Using a Second Language Monolingual CorpusIdo Dagan, Alon Itai1994 · 344 citations
  95. Toxicity in chatgpt: Analyzing persona-assigned language modelsAmeet Deshpande, Vishvak Murahari, Tanmay Rajpurohit, et al.2023 · 344 citations
  96. Visual StorytellingTing-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, et al.2016 · 344 citations
  97. Complexity-Based Prompting for Multi-Step ReasoningYao Fu, Hao Peng, Ashish Sabharwal, et al.2022 · 343 citations
  98. Lessons from Natural Language Inference in the Clinical DomainAlexey Romanov, Chaitanya Shivade2018 · 343 citations
  99. Multilingual E5 Text Embeddings: A Technical ReportLiang Wang, Nan Yang, Xiaolong Huang, et al.2024 · 343 citations
  100. Symbolic Knowledge Distillation: from General Language Models to Commonsense ModelsPeter West, Chandra Bhagavatula, Jack Hessel, et al.2022 · 343 citations

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