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Works of United States

2809 · page 6 of 29 · the most cited first · ← United States

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  1. TVQA: Localized, Compositional Video Question AnsweringJie Lei, Licheng Yu, Mohit Bansal, et al.2018 · 669 citations
  2. Evaluation methods for unsupervised word embeddingsTobias Schnabel, Igor Labutov, David Mimno, et al.2015 · 669 citations
  3. The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural NetworksNicholas Carlini, Chang Liu, Ulfar Erlingsson, et al.2018 · 668 citations
  4. Cross-lingual Name Tagging and Linking for 282 LanguagesXiaoman Pan, Boliang Zhang, Jonathan May, et al.2017 · 668 citations
  5. Passage Re-ranking with BERTRodrigo Nogueira, Kyunghyun Cho2019 · 667 citations
  6. Fast and Robust Neural Network Joint Models for Statistical Machine TranslationJacob Devlin, Rabih Zbib, Zhongqiang Huang, et al.2014 · 666 citations
  7. A Joint Many-Task Model: Growing a Neural Network for Multiple NLP TasksKazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, et al.2016 · 666 citations
  8. BAE: BERT-based Adversarial Examples for Text ClassificationSiddhant Garg, Goutham Ramakrishnan2020 · 665 citations
  9. Noun Classification From Predicate-Argument StructuresDonald Hindle1990 · 665 citations
  10. Red Teaming Language Models with Language ModelsEthan Perez, Saffron Huang, Francis Song, et al.2022 · 665 citations
  11. KILT: a Benchmark for Knowledge Intensive Language TasksFabio Petroni, Aleksandra Piktus, Angela Fan, et al.2020 · 663 citations
  12. Benchmarking Large Language Models for News SummarizationTianyi Zhang, Faisal Ladhak, Esin Durmus, et al.2024 · 663 citations
  13. K-Adapter: Infusing Knowledge into Pre-Trained Models with AdaptersRuize Wang, Duyu Tang, Nan Duan, et al.2020 · 662 citations
  14. An Improved Error Model for Noisy Channel Spelling CorrectionEric Brill, Robert C. Moore2000 · 661 citations
  15. A Phrase-Based,Joint Probability Model for Statistical Machine TranslationDaniel Marcu, Daniel Wong2002 · 661 citations
  16. Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine TranslationMarkus Freitag, George Foster, David Grangier, et al.2021 · 660 citations
  17. NRC-Canada: Building the State-of-the-Art in Sentiment Analysis of TweetsSaif Mohammad, Svetlana Kiritchenko, Xiaodan Zhu2013 · 660 citations
  18. Efficient Content-Based Sparse Attention with Routing TransformersAurko Roy, Mohammad Saffar, Ashish Vaswani, et al.2020 · 660 citations
  19. Problems in Current Text Simplification Research: New Data Can HelpWei Xu, Chris Callison-Burch, Courtney Napoles2015 · 659 citations
  20. *SEM 2013 shared task: Semantic Textual SimilarityEneko Agirre, Daniel Cer, Mona Diab, et al.2013 · 658 citations
  21. Aligning Sentences in Parallel CorporaPeter F. Brown, Jennifer C. Lai, Robert L. Mercer1991 · 657 citations
  22. PARADISE: A Framework for Evaluating Spoken Dialogue AgentsMarilyn A. Walker, Diane J. Litman, Candace A. Kamm, et al.1997 · 657 citations
  23. Simple Semi-supervised Dependency ParsingTerry Koo, Xavier Carreras, Michael Collins2008 · 655 citations
  24. Detecting Hate Speech on the World Wide WebWilliam Warner, Julia Hirschberg2012 · 655 citations
  25. Measures of Distributional SimilarityLillian Lee1999 · 654 citations
  26. Alignment by AgreementPercy Liang, Ben Taskar, Dan Klein2006 · 652 citations
  27. Instruction Tuning with GPT-4Baolin Peng, Chunyuan Li, Pengcheng He, et al.2023 · 651 citations
  28. Unsupervised Machine Translation Using Monolingual Corpora OnlyGuillaume Lample, Alexis Conneau, Ludovic Denoyer, et al.2017 · 650 citations
  29. CCNet: Extracting High Quality Monolingual Datasets from Web Crawl DataGuillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, et al.2020 · 650 citations
  30. Visualizing and Understanding Convolutional NetworksMatthew D Zeiler, Rob Fergus2013 · 649 citations
  31. Open Information Extraction Using WikipediaFei Wu, Daniel S. Weld2010 · 648 citations
  32. Incremental Joint Extraction of Entity Mentions and RelationsQi Li, Heng Ji2014 · 646 citations
  33. CoCa: Contrastive Captioners are Image-Text Foundation ModelsJiahui Yu, Zirui Wang, Vijay Vasudevan, et al.2022 · 646 citations
  34. Persistent Anti-Muslim Bias in Large Language ModelsAbubakar Abid, Maheen Farooqi, James Zou2021 · 640 citations
  35. Learning Word Vectors for 157 LanguagesEdouard Grave, Piotr Bojanowski, Prakhar Gupta, et al.2018 · 640 citations
  36. ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain KnowledgeYunxiang Li, Zihan Li, Kai Zhang, et al.2023 · 640 citations
  37. A Corpus for Reasoning About Natural Language Grounded in Photographs (NLVR2)Alane Suhr, Stephanie Zhou, Ally Zhang, et al.2019 · 640 citations
  38. Scalable Inference and Training of Context-Rich Syntactic Translation ModelsMichel Galley, Jonathan Graehl, Kevin Knight, et al.2006 · 638 citations
  39. A Linear Programming Formulation for Global Inference in Natural Language TasksDan Roth, Wen-tau Yih2004 · 636 citations
  40. Arabic Tokenization, Part-of-Speech Tagging and Morphological Disambiguation in One Fell SwoopNizar Habash, Owen Rambow2005 · 634 citations
  41. Discriminating Gender on TwitterJohn D. Burger, John Henderson, George Kim, et al.2011 · 631 citations
  42. The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple LanguagesJan Hajič, Massimiliano Ciaramita, Richard Johansson, et al.2009 · 631 citations
  43. Exploring Content Models for Multi-Document SummarizationAria Haghighi, Lucy Vanderwende2009 · 630 citations
  44. A Frustratingly Easy Approach for Entity and Relation ExtractionZexuan Zhong, Danqi Chen2020 · 629 citations
  45. Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondMikel Artetxe, Holger Schwenk2018 · 627 citations
  46. Universal Stanford dependencies: A cross-linguistic typologyMarie-Catherine de Marneffe, Timothy Dozat, Natalia Silveira, et al.2014 · 626 citations
  47. LayoutLMv2: Multi-modal Pre-training for Visually-rich Document UnderstandingYang Xu, Yiheng Xu, Tengchao Lv, et al.2021 · 623 citations
  48. Learning to Paraphrase: An Unsupervised Approach Using Multiple-Sequence AlignmentRegina Barzilay, Lillian Lee2003 · 622 citations
  49. Harnessing Deep Neural Networks with Logic RulesZhiting Hu, Xuezhe Ma, Zhengzhong Liu, et al.2016 · 619 citations
  50. Scalable Zero-shot Entity Linking with Dense Entity RetrievalLedell Wu, Fabio Petroni, Martin Josifoski, et al.2020 · 618 citations
  51. Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasmBjarke Felbo, Alan Mislove, Anders Søgaard, et al.2017 · 617 citations
  52. SWE-bench: Can Language Models Resolve Real-World GitHub Issues?Carlos E. Jimenez, John Yang, Alexander Wettig, et al.2024 · 617 citations
  53. Object Hallucination in Image CaptioningAnna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, et al.2018 · 617 citations
  54. Advances in Pre-Training Distributed Word RepresentationsTomas Mikolov, Edouard Grave, Piotr Bojanowski, et al.2017 · 614 citations
  55. Classifying Relations by Ranking with Convolutional Neural NetworksCícero dos Santos, Bing Xiang, Bowen Zhou2015 · 613 citations
  56. e-SNLI: Natural Language Inference with Natural Language ExplanationsOana-Maria Camburu, Tim Rocktäschel, Thomas Lukasiewicz, et al.2018 · 612 citations
  57. Higher-Order Coreference Resolution with Coarse-to-Fine InferenceKenton Lee, Luheng He, Luke Zettlemoyer2018 · 612 citations
  58. CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn TreebankJulia Hockenmaier, Mark Steedman2007 · 611 citations
  59. Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant OpinionsKavita Ganesan, ChengXiang Zhai, Jiawei Han2010 · 608 citations
  60. BloombergGPT: A Large Language Model for FinanceShijie Wu, Ozan Irsoy, Steven Lu, et al.2023 · 608 citations
  61. Show and Tell: A Neural Image Caption GeneratorOriol Vinyals, Alexander Toshev, Samy Bengio, et al.2014 · 606 citations
  62. Towards a Unified View of Parameter-Efficient Transfer LearningJunxian He, Chunting Zhou, Xuezhe Ma, et al.2021 · 604 citations
  63. CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Martin Popel, Milan Straka, et al.2017 · 604 citations
  64. Event Extraction by Answering (Almost) Natural QuestionsXinya Du, Claire Cardie2020 · 602 citations
  65. A Joint Neural Model for Information Extraction with Global FeaturesYing Lin, Heng Ji, Fei Huang, et al.2020 · 600 citations
  66. Biomedical Named Entity Recognition using Conditional Random Fields and Rich Feature SetsBurr Settles2004 · 600 citations
  67. Translating Collocations for Bilingual Lexicons: A Statistical ApproachFrank Smadja, Kathleen R. McKeown, Vasileios Hatzivassiloglou1996 · 599 citations
  68. Linguistically-Informed Self-Attention for Semantic Role LabelingEmma Strubell, Patrick Verga, Daniel Andor, et al.2018 · 598 citations
  69. A Critique and Improvement of an Evaluation Metric for Text SegmentationLev Pevzner, Marti A. Hearst2002 · 594 citations
  70. Named Entity Recognition as Dependency ParsingJuntao Yu, Bernd Bohnet, Massimo Poesio2020 · 594 citations
  71. Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector SpaceArvind Neelakantan, Jeevan Shankar, Alexandre Passos, et al.2014 · 593 citations
  72. FNet: Mixing Tokens with Fourier TransformsJames Lee-Thorp, Joshua Ainslie, Ilya Eckstein, et al.2022 · 593 citations
  73. Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to ActionsYoav Artzi, Luke Zettlemoyer2013 · 592 citations
  74. How Powerful are Graph Neural Networks?Keyulu Xu, Weihua Hu, Jure Leskovec, et al.2018 · 591 citations
  75. The Flan Collection: Designing Data and Methods for Effective Instruction TuningShayne Longpre, Le Hou, Tu Vu, et al.2023 · 590 citations
  76. Relation Extraction: Perspective from Convolutional Neural NetworksThien Huu Nguyen, Ralph Grishman2015 · 590 citations
  77. A simple neural network module for relational reasoningAdam Santoro, David Raposo, David G. T. Barrett, et al.2017 · 590 citations
  78. Automatic Keyphrase Extraction: A Survey of the State of the ArtKazi Saidul Hasan, Vincent Ng2014 · 589 citations
  79. Deep Semantic Role Labeling: What Works and What's NextLuheng He, Kenton Lee, Mike Lewis, et al.2017 · 589 citations
  80. Evaluating Gender Bias in Machine TranslationGabriel Stanovsky, Noah A. Smith, Luke Zettlemoyer2019 · 588 citations
  81. Chinese Segmentation and New Word Detection using Conditional Random FieldsFuchun Peng, Fangfang Feng, Andrew McCallum2004 · 586 citations
  82. Instruction-Following Evaluation for Large Language ModelsJeffrey Zhou, Tianjian Lu, Swaroop Mishra, et al.2023 · 586 citations
  83. The Automated Acquisition of Topic Signatures for Text SummarizationChin-Yew Lin, Eduard Hovy2000 · 585 citations
  84. Dissecting Contextual Word Embeddings: Architecture and RepresentationMatthew E. Peters, Mark Neumann, Luke Zettlemoyer, et al.2018 · 585 citations
  85. A Robustly Optimized BERT Pre-training Approach with Post-trainingLiu Zhuang, Lin Wayne, Shi Ya, et al.2021 · 585 citations
  86. Measuring Bias in Contextualized Word RepresentationsKeita Kurita, Nidhi Vyas, Ayush Pareek, et al.2019 · 584 citations
  87. s1: Simple test-time scalingNiklas Muennighoff, Zitong Yang, Weijia Shi, et al.2025 · 584 citations
  88. AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent ConversationQingyun Wu, Gagan Bansal, Jieyu Zhang, et al.2023 · 584 citations
  89. Minimum Bayes-Risk Decoding for Statistical Machine TranslationShankar Kumar, William Byrne2004 · 583 citations
  90. Unsupervised Large-Vocabulary Word Sense Disambiguation with Graph-based Algorithms for Sequence Data LabelingRada Mihalcea2005 · 582 citations
  91. Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text ModelsJianmo Ni, Gustavo Hernandez Abrego, Noah Constant, et al.2021 · 582 citations
  92. What do you learn from context? Probing for sentence structure in contextualized word representationsIan Tenney, Patrick Xia, Berlin Chen, et al.2019 · 582 citations
  93. Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style TransferSudha Rao, Joel Tetreault2018 · 581 citations
  94. QANet: Combining Local Convolution with Global Self-Attention for Reading ComprehensionAdams Wei Yu, David Dohan, Minh-Thang Luong, et al.2018 · 581 citations
  95. Solving General Arithmetic Word ProblemsSubhro Roy, Dan Roth2015 · 580 citations
  96. Learning subjective nouns using extraction pattern bootstrappingEllen Riloff, Janyce Wiebe, Theresa Wilson2003 · 579 citations
  97. Dynamic Coattention Networks For Question AnsweringCaiming Xiong, Victor Zhong, Richard Socher2016 · 578 citations
  98. Racial Bias in Hate Speech and Abusive Language Detection DatasetsThomas Davidson, Debasmita Bhattacharya, Ingmar Weber2019 · 577 citations
  99. Refining Event Extraction through Cross-Document InferenceHeng Ji, Ralph Grishman2008 · 577 citations
  100. Improving Machine Translation Performance by Exploiting Non-Parallel CorporaDragos Stefan Munteanu, Daniel Marcu2005 · 576 citations

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