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Works of United States

2809 · page 4 of 29 · the most cited first · ← United States

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  1. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsArman Cohan, Franck Dernoncourt, Doo Soon Kim, et al.2018 · 1,018 citations
  2. A Syntax-based Statistical Translation ModelKenji Yamada, Kevin Knight2001 · 1,018 citations
  3. Better Word Representations with Recursive Neural Networks for MorphologyThang Luong, Richard Socher, Christopher Manning2013 · 1,017 citations
  4. GQA: Training Generalized Multi-Query Transformer Models from Multi-Head CheckpointsJoshua Ainslie, James Lee-Thorp, Michiel de Jong, et al.2023 · 1,012 citations
  5. Linguistic Knowledge and Transferability of Contextual RepresentationsNelson F. Liu, Matt Gardner, Yonatan Belinkov, et al.2019 · 1,011 citations
  6. VL-BERT: Pre-training of Generic Visual-Linguistic RepresentationsWeijie Su, Xizhou Zhu, Yue Cao, et al.2019 · 1,008 citations
  7. Automated Hate Speech Detection and the Problem of Offensive LanguageThomas Davidson, Dana Warmsley, Michael Macy, et al.2017 · 1,007 citations
  8. Predicting Pragmatic Reasoning in Language GamesMichael C. Frank, Noah D. Goodman2012 · 1,007 citations
  9. Classifier-Free Diffusion GuidanceJonathan Ho, Tim Salimans2022 · 1,007 citations
  10. MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited DevicesZhiqing Sun, Hongkun Yu, Xiaodan Song, et al.2020 · 1,003 citations
  11. Dependency Tree Kernels for Relation ExtractionAron Culotta, Jeffrey Sorensen2004 · 998 citations
  12. Big Bird: Transformers for Longer SequencesManzil Zaheer, Guru Guruganesh, Avinava Dubey, et al.2020 · 992 citations
  13. Unsupervised Models for Named Entity ClassificationMichael Collins, Yoram Singer1999 · 991 citations
  14. Discriminative Reranking for Natural Language ParsingMichael Collins, Terry Koo2000 · 988 citations
  15. Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational AutoencodersTiancheng Zhao, Ran Zhao, Maxine Eskenazi2017 · 986 citations
  16. Using Encyclopedic Knowledge for Named entity DisambiguationRazvan Bunescu, Marius Paşca2006 · 978 citations
  17. FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text GenerationSewon Min, Kalpesh Krishna, Xinxi Lyu, et al.2023 · 970 citations
  18. Learning surface text patterns for a Question Answering SystemDeepak Ravichandran, Eduard Hovy2002 · 970 citations
  19. PPDB: The Paraphrase DatabaseJuri Ganitkevitch, Benjamin Van Durme, Chris Callison-Burch2013 · 964 citations
  20. GPQA: A Graduate-Level Google-Proof Q&A BenchmarkDavid Rein, Betty Li Hou, Asa Cooper Stickland, et al.2023 · 964 citations
  21. TweetEval: Unified Benchmark and Comparative Evaluation for Tweet ClassificationFrancesco Barbieri, Jose Camacho-Collados, Leonardo Neves, et al.2020 · 952 citations
  22. Robust Sentiment Detection on Twitter from Biased and Noisy DataLuciano Barbosa, Junlan Feng2010 · 952 citations
  23. Optimizing Statistical Machine Translation for Text SimplificationWei Xu, Courtney Napoles, Ellie Pavlick, et al.2016 · 952 citations
  24. Retrieving Collocations from Text: XtractFrank Smadja1993 · 951 citations
  25. Universal and Transferable Adversarial Attacks on Aligned Language ModelsAndy Zou, Zifan Wang, Nicholas Carlini, et al.2023 · 951 citations
  26. AdapterFusion: Non-Destructive Task Composition for Transfer LearningJonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, et al.2020 · 948 citations
  27. MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGIXiang Yue, Yuansheng Ni, Kai Zhang, et al.2023 · 948 citations
  28. MPNet: Masked and Permuted Pre-training for Language UnderstandingKaitao Song, Xu Tan, Tao Qin, et al.2020 · 944 citations
  29. Out of One, Many: Using Language Models to Simulate Human SamplesLisa P. Argyle, Ethan C. Busby, Nancy Fulda, et al.2022 · 942 citations
  30. Improved Inference for Unlexicalized ParsingSlav Petrov, Dan Klein2007 · 941 citations
  31. One Billion Word Benchmark for Measuring Progress in Statistical Language ModelingCiprian Chelba, Tomas Mikolov, Mike Schuster, et al.2013 · 940 citations
  32. Bottom-Up Abstractive SummarizationSebastian Gehrmann, Yuntian Deng, Alexander Rush2018 · 939 citations
  33. Visualizing and Understanding Recurrent NetworksAndrej Karpathy, Justin Johnson, Li Fei-Fei2015 · 939 citations
  34. Patient Knowledge Distillation for BERT Model CompressionSiqi Sun, Yu Cheng, Zhe Gan, et al.2019 · 939 citations
  35. Reciprocal Rank Fusion Outperforms Condorcet and Individual Rank Learning MethodsGordon V. Cormack, Charles L. A. Clarke, Stefan Büttcher2009 · 937 citations
  36. Automatic Evaluation of Machine Translation Quality Using Longest Common Subsequence and Skip-Bigram StatisticsChin-Yew Lin, Franz Josef Och2004 · 937 citations
  37. Findings of the 2016 Conference on Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2016 · 936 citations
  38. Adversarial Example Generation with Syntactically Controlled Paraphrase NetworksMohit Iyyer, John Wieting, Kevin Gimpel, et al.2018 · 936 citations
  39. Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language ModelsYiheng Liu, Tianle Han, Siyuan Ma, et al.2023 · 936 citations
  40. A Survey of Data Augmentation Approaches for NLPSteven Y. Feng, Varun Gangal, Jason Wei, et al.2021 · 935 citations
  41. Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph ConstructionYi Luan, Luheng He, Mari Ostendorf, et al.2018 · 933 citations
  42. Rationalizing Neural PredictionsTao Lei, Regina Barzilay, Tommi Jaakkola2016 · 928 citations
  43. Collecting Highly Parallel Data for Paraphrase EvaluationDavid Chen, William Dolan2011 · 926 citations
  44. Adapted Large Language Models Can Outperform Medical Experts in Clinical Text SummarizationDave Van Veen, Cara Van Uden, Louis Blankemeier, et al.2023 · 925 citations
  45. Improving Machine Learning Approaches to Coreference ResolutionVincent Ng, Claire Cardie2002 · 923 citations
  46. Bilateral Multi-Perspective Matching for Natural Language SentencesZhiguo Wang, Wael Hamza, Radu Florian2017 · 923 citations
  47. Leveraging Linguistic Structure For Open Domain Information ExtractionGabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning2015 · 921 citations
  48. Clause Restructuring for Statistical Machine TranslationMichael Collins, Philipp Koehn, Ivona Kučerová2005 · 918 citations
  49. Visual7W: Grounded Question Answering in ImagesYuke Zhu, Oliver Groth, Michael Bernstein, et al.2015 · 915 citations
  50. Topic Modeling in Embedding SpacesAdji B. Dieng, Francisco J. R. Ruiz, David M. Blei2020 · 914 citations
  51. Deep Unordered Composition Rivals Syntactic Methods for Text ClassificationMohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, et al.2015 · 914 citations
  52. Learning to Ask: Neural Question Generation for Reading ComprehensionXinya Du, Junru Shao, Claire Cardie2017 · 913 citations
  53. Modeling Local Coherence: An Entity-Based ApproachRegina Barzilay, Mirella Lapata2008 · 912 citations
  54. Building a Discourse-Tagged Corpus in the Framework of Rhetorical Structure TheoryLynn Carlson, Daniel Marcu, Mary Ellen Okurovsky2001 · 912 citations
  55. Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 910 citations
  56. Grounded Compositional Semantics for Finding and Describing Images with SentencesRichard Socher, Andrej Karpathy, Quoc V. Le, et al.2014 · 909 citations
  57. Three New Probabilistic Models for Dependency Parsing: An ExplorationJason M. Eisner1996 · 908 citations
  58. Representing Text for Joint Embedding of Text and Knowledge BasesKristina Toutanova, Danqi Chen, Patrick Pantel, et al.2015 · 904 citations
  59. Extracting Training Data from Large Language ModelsNicholas Carlini, Florian Tramer, Eric Wallace, et al.2020 · 901 citations
  60. A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPTJules White, Quchen Fu, Sam Hays, et al.2023 · 899 citations
  61. Using the Output Embedding to Improve Language ModelsOfir Press, Lior Wolf2017 · 891 citations
  62. CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language ModelsNikita Nangia, Clara Vania, Rasika Bhalerao, et al.2020 · 886 citations
  63. Is Attention Interpretable?Sofia Serrano, Noah A. Smith2019 · 885 citations
  64. Generating Natural Language Adversarial Examples through Probability Weighted Word SaliencyShuhuai Ren, Yihe Deng, Kun He, et al.2019 · 884 citations
  65. Are NLP Models really able to Solve Simple Math Word Problems?Arkil Patel, Satwik Bhattamishra, Navin Goyal2021 · 882 citations
  66. Joint Event Extraction via Recurrent Neural NetworksThien Huu Nguyen, Kyunghyun Cho, Ralph Grishman2016 · 881 citations
  67. MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of TextMatthew Richardson, Christopher J.C. Burges, Erin Renshaw2013 · 873 citations
  68. Instance Weighting for Domain Adaptation in NLPJing Jiang, ChengXiang Zhai2007 · 870 citations
  69. Learning Subjective LanguageJanyce Wiebe, Theresa Wilson, Rebecca Bruce, et al.2004 · 861 citations
  70. Transition-Based Dependency Parsing with Stack Long Short-Term MemoryChris Dyer, Miguel Ballesteros, Wang Ling, et al.2015 · 857 citations
  71. TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLPJohn X. Morris, Eli Lifland, Jin Yong Yoo, et al.2020 · 857 citations
  72. On Coreference Resolution Performance MetricsXiaoqiang Luo2005 · 855 citations
  73. End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRFXuezhe Ma, Eduard Hovy2016 · 852 citations
  74. Gender Bias in Coreference ResolutionRachel Rudinger, Jason Naradowsky, Brian Leonard, et al.2018 · 852 citations
  75. DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in ConversationDeepanway Ghosal, Navonil Majumder, Soujanya Poria, et al.2019 · 850 citations
  76. Intelligent Selection of Language Model Training DataRobert C. Moore, William Lewis2010 · 848 citations
  77. Effective Self-Training for ParsingDavid McClosky, Eugene Charniak, Mark Johnson2006 · 846 citations
  78. Challenges in Data-to-Document GenerationSam Wiseman, Stuart M. Shieber, Alexander M. Rush2017 · 846 citations
  79. TaPas: Weakly Supervised Table Parsing via Pre-trainingJonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, et al.2020 · 844 citations
  80. What BERT Is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language ModelsAllyson Ettinger2020 · 843 citations
  81. UNIFIEDQA: Crossing Format Boundaries with a Single QA SystemDaniel Khashabi, Sewon Min, Tushar Khot, et al.2020 · 843 citations
  82. Visualizing and Understanding Neural Models in NLPJiwei Li, Xinlei Chen, Eduard Hovy, et al.2016 · 842 citations
  83. Findings of the 2019 Conference on Machine Translation (WMT19)Loïc Barrault, Ondřej Bojar, Marta R. Costa-jussà, et al.2019 · 839 citations
  84. Black-box Generation of Adversarial Text Sequences to Evade Deep Learning ClassifiersJi Gao, Jack Lanchantin, Mary Lou Soffa, et al.2018 · 836 citations
  85. MADAMIRA: A Fast, Comprehensive Tool for Morphological Analysis and Disambiguation of ArabicArfath Pasha, Mohamed Al-Badrashiny, Mona Diab, et al.2014 · 835 citations
  86. MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferJonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2020 · 831 citations
  87. On the Sentence Embeddings from Pre-trained Language ModelsBohan Li, Hao Zhou, Junxian He, et al.2020 · 830 citations
  88. Kernel Methods for Relation ExtractionDmitry Zelenko, Chinatsu Aone, Anthony Richardella2002 · 829 citations
  89. Recognizing Contextual Polarity: An Exploration of Features for Phrase-Level Sentiment AnalysisTheresa Wilson, Janyce Wiebe, Paul Hoffmann2009 · 824 citations
  90. Automatic Evaluation of Topic CoherenceDavid Newman, Jey Han Lau, Karl Grieser, et al.2010 · 823 citations
  91. Extended Gloss Overlaps as a Measure of Semantic RelatednessSatanjeev Banerjee, Ted Pedersen2003 · 822 citations
  92. MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover DistanceWei Zhao, Maxime Peyrard, Fei Liu, et al.2019 · 822 citations
  93. Quantifying Mental Health Signals in TwitterGlen Coppersmith, Mark Dredze, Craig Harman2014 · 821 citations
  94. Multi-Way, Multilingual Neural Machine Translation with a Shared Attention MechanismOrhan Firat, Kyunghyun Cho, Yoshua Bengio2016 · 821 citations
  95. SemEval-2016 Task 1: Semantic Textual Similarity, Monolingual and Cross-Lingual EvaluationEneko Agirre, Carmen Banea, Daniel Cer, et al.2016 · 820 citations
  96. ERASER: A Benchmark to Evaluate Rationalized NLP ModelsJay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, et al.2020 · 820 citations
  97. Fast Abstractive Summarization with Reinforce-Selected Sentence RewritingYen-Chun Chen, Mohit Bansal2018 · 819 citations
  98. Improving Vector Space Word Representations Using Multilingual CorrelationManaal Faruqui, Chris Dyer2014 · 819 citations
  99. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?Chengwei Qin, Aston Zhang, Zhuosheng Zhang, et al.2023 · 818 citations
  100. Entity, Relation, and Event Extraction with Contextualized Span RepresentationsDavid Wadden, Ulme Wennberg, Yi Luan, et al.2019 · 818 citations

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