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Works of United States

2808 · page 1 of 29 · the most cited first · ← United States

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  1. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksShaoqing Ren, Kaiming He, Ross Girshick, et al.2015 · 64,743 citations
  2. SciPy 1.0 — Fundamental Algorithms for Scientific Computing in PythonPauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.2019 · 38,317 citations
  3. SMOTE: Synthetic Minority Over-sampling TechniqueNitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall, et al.2002 · 32,661 citations
  4. Bleu: a Method for Automatic Evaluation of Machine TranslationKishore Papineni, Salim Roukos, Todd Ward, et al.2002 · 32,065 citations
  5. Rich feature hierarchies for accurate object detection and semantic segmentationRoss Girshick, Jeff Donahue, Trevor Darrell, et al.2013 · 31,715 citations
  6. Latent Dirichlet AllocationDavid M. Blei, Andrew Y. Ng, Michael I. Jordan2003 · 28,297 citations
  7. Array Programming with NumPyCharles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al.2020 · 23,591 citations
  8. End-to-End Object Detection with TransformersNicolas Carion, Francisco Massa, Gabriel Synnaeve, et al.2020 · 16,761 citations
  9. Bagging PredictorsLeo Breiman1996 · 16,493 citations
  10. The Anatomy of a Large-Scale Hypertextual Web Search EngineSergey Brin, Lawrence Page1998 · 16,227 citations
  11. Convolutional Neural Networks for Sentence ClassificationYoon Kim2014 · 16,218 citations
  12. Transformers: State-of-the-Art Natural Language ProcessingThomas Wolf, Lysandre Debut, Victor Sanh, et al.2020 · 15,591 citations
  13. Momentum Contrast for Unsupervised Visual Representation LearningKaiming He, Haoqi Fan, Yuxin Wu, et al.2019 · 13,143 citations
  14. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionMike Lewis, Yinhan Liu, Naman Goyal, et al.2020 · 12,752 citations
  15. FaceNet: A Unified Embedding for Face Recognition and ClusteringFlorian Schroff, Dmitry Kalenichenko, James Philbin2015 · 11,939 citations
  16. Chain-of-Thought Prompting Elicits Reasoning in Large Language ModelsJason Wei, Xuezhi Wang, Dale Schuurmans, et al.2022 · 11,278 citations
  17. Politeness: Some Universals in Language UsagePenelope Brown, Stephen C. Levinson, John J. Gumperz1987 · 10,545 citations
  18. Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models InsteadCynthia Rudin2018 · 10,427 citations
  19. A Comprehensive Survey on Graph Neural NetworksZonghan Wu, Shirui Pan, Fengwen Chen, et al.2019 · 10,295 citations
  20. MobileNets: Efficient Convolutional Neural Networks for Mobile Vision ApplicationsAndrew G. Howard, Menglong Zhu, Bo Chen, et al.2017 · 9,633 citations
  21. SQuAD: 100,000+ Questions for Machine Comprehension of TextPranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, et al.2016 · 9,488 citations
  22. Authoritative Sources in a Hyperlinked EnvironmentJon M. Kleinberg1999 · 9,089 citations
  23. The Stanford CoreNLP Natural Language Processing ToolkitChristopher Manning, Mihai Surdeanu, John Bauer, et al.2014 · 8,620 citations
  24. MIMIC-III, a freely accessible critical care databaseAlistair E. W. Johnson, Tom Pollard, Lu Shen, et al.2016 · 8,530 citations
  25. Explaining and Harnessing Adversarial ExamplesIan J. Goodfellow, Jonathon Shlens, Christian Szegedy2014 · 8,430 citations
  26. Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, et al.2021 · 8,295 citations
  27. A Unified Approach to Interpreting Model PredictionsScott Lundberg, Su-In Lee2017 · 8,086 citations
  28. A Simple Framework for Contrastive Learning of Visual RepresentationsTing Chen, Simon Kornblith, Mohammad Norouzi, et al.2020 · 7,774 citations
  29. Thumbs up? Sentiment Classification using Machine Learning TechniquesBo Pang, Lillian Lee, Shivakumar Vaithyanathan2002 · 7,756 citations
  30. GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language UnderstandingAlex Wang, Amanpreet Singh, Julian Michael, et al.2018 · 7,141 citations
  31. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial NetworksAlec Radford, Luke Metz, Soumith Chintala2015 · 6,519 citations
  32. Learning Transferable Architectures for Scalable Image RecognitionBarret Zoph, Vijay Vasudevan, Jonathon Shlens, et al.2017 · 6,518 citations
  33. Grad-CAM: Visual Explanations from Deep Networks via Gradient-based LocalizationRamprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, et al.2016 · 6,327 citations
  34. Natural Language Processing (almost) from ScratchRonan Collobert, Jason Weston, Leon Bottou, et al.2011 · 6,099 citations
  35. Emerging Properties in Self-Supervised Vision TransformersMathilde Caron, Hugo Touvron, Ishan Misra, et al.2021 · 5,910 citations
  36. Intriguing properties of neural networksChristian Szegedy, Wojciech Zaremba, Ilya Sutskever, et al.2013 · 5,870 citations
  37. Combining Labeled and Unlabeled Data with Co-TrainingAvrim Blum, Tom Mitchell1998 · 5,829 citations
  38. Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image AnnotationsRanjay Krishna, Yuke Zhu, Oliver Groth, et al.2016 · 5,747 citations
  39. Distributed Representations of Sentences and DocumentsQuoc V. Le, Tomas Mikolov2014 · 5,747 citations
  40. METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human JudgmentsSatanjeev Banerjee, Alon Lavie2005 · 5,483 citations
  41. Hierarchical Attention Networks for Document ClassificationZichao Yang, Diyi Yang, Chris Dyer, et al.2016 · 5,409 citations
  42. Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingPengfei Liu, Weizhe Yuan, Jinlan Fu, et al.2021 · 5,375 citations
  43. Dense Passage Retrieval for Open-Domain Question AnsweringVladimir Karpukhin, Barlas Oguz, Sewon Min, et al.2020 · 5,370 citations
  44. EfficientNet: Rethinking Model Scaling for Convolutional Neural NetworksMingxing Tan, Quoc V. Le2019 · 5,308 citations
  45. Categorization and Representation of Physics Problems by Experts and NovicesMichelene T. H. Chi, Paul J. Feltovich, Robert Glaser1981 · 5,250 citations
  46. Instance-Based Learning AlgorithmsDavid W. Aha, Dennis Kibler, Marc K. Albert1991 · 5,248 citations
  47. Character-level Convolutional Networks for Text ClassificationXiang Zhang, Junbo Zhao, Yann LeCun2015 · 4,753 citations
  48. Inductive Representation Learning on Large GraphsWilliam L. Hamilton, Rex Ying, Jure Leskovec2017 · 4,687 citations
  49. Billion-scale similarity search with GPUsJeff Johnson, Matthijs Douze, Hervé Jégou2017 · 4,687 citations
  50. Microsoft COCO: Common Objects in ContextTsung-Yi Lin, Michael Maire, Serge Belongie, et al.2014 · 4,529 citations
  51. Large Language Models Encode Clinical KnowledgeKaran Singhal, Shekoofeh Azizi, Tao Tu, et al.2022 · 4,464 citations
  52. SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text ProcessingTaku Kudo, John Richardson2018 · 4,461 citations
  53. Learning Word Vectors for Sentiment AnalysisAndrew L. Maas, Raymond E. Daly, Peter T. Pham, et al.2011 · 4,272 citations
  54. Performance of ChatGPT on USMLE: Potential for AI-assisted medical education using large language modelsTiffany H. Kung, Morgan Cheatham, Arielle Medenilla, et al.2023 · 4,154 citations
  55. Caffe: Convolutional Architecture for Fast Feature EmbeddingYangqing Jia, Evan Shelhamer, Jeff Donahue, et al.2014 · 4,064 citations
  56. Energy and Policy Considerations for Deep Learning in NLPEmma Strubell, Ananya Ganesh, Andrew McCallum2019 · 4,049 citations
  57. Natural Questions: A Benchmark for Question Answering ResearchTom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, et al.2019 · 4,031 citations
  58. Recognizing Contextual Polarity in Phrase-Level Sentiment AnalysisTheresa Wilson, Janyce Wiebe, Paul Hoffmann2005 · 3,979 citations
  59. Accurate Unlexicalized ParsingDan Klein, Christopher D. Manning2003 · 3,942 citations
  60. SimCSE: Simple Contrastive Learning of Sentence EmbeddingsTianyu Gao, Xingcheng Yao, Danqi Chen2021 · 3,921 citations
  61. A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum CutsBo Pang, Lillian Lee2004 · 3,842 citations
  62. A Study of Translation Edit Rate with Targeted Human AnnotationMatthew Snover, Bonnie Dorr, Rich Schwartz, et al.2006 · 3,824 citations
  63. SpecAugment: A Simple Data Augmentation Method for Automatic Speech RecognitionDaniel S. Park, William Chan, Yu Zhang, et al.2019 · 3,802 citations
  64. XLNet: Generalized Autoregressive Pretraining for Language UnderstandingZhilin Yang, Zihang Dai, Yiming Yang, et al.2019 · 3,740 citations
  65. A Survey on Evaluation of Large Language ModelsYupeng Chang, Xu Wang, Jindong Wang, et al.2023 · 3,640 citations
  66. A Maximum Entropy Approach to Natural Language ProcessingAdam L. Berger, Stephen A. Della Pietra, Vincent J. Della Pietra1996 · 3,633 citations
  67. Incorporating Non-local Information into Information Extraction Systems by Gibbs SamplingJenny Rose Finkel, Trond Grenager, Christopher Manning2005 · 3,618 citations
  68. Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency NetworkKristina Toutanova, Dan Klein, Christopher D. Manning, et al.2003 · 3,559 citations
  69. SciBERT: A Pretrained Language Model for Scientific TextIz Beltagy, Kyle Lo, Arman Cohan2019 · 3,548 citations
  70. The Berkeley FrameNet ProjectCollin F. Baker, Charles J. Fillmore, John B. Lowe1998 · 3,544 citations
  71. Measuring Massive Multitask Language UnderstandingDan Hendrycks, Collin Burns, Steven Basart, et al.2020 · 3,489 citations
  72. HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringZhilin Yang, Peng Qi, Saizheng Zhang, et al.2018 · 3,489 citations
  73. Linguistic Regularities in Continuous Space Word RepresentationsTomas Mikolov, Wen-tau Yih, Geoffrey Zweig2013 · 3,482 citations
  74. HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsWei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, et al.2021 · 3,441 citations
  75. Conformer: Convolution-augmented Transformer for Speech RecognitionAnmol Gulati, James Qin, Chung-Cheng Chiu, et al.2020 · 3,433 citations
  76. MIMIC-IV, a freely accessible electronic health record datasetAlistair E. W. Johnson, Lucas Bulgarelli, Lu Shen, et al.2023 · 3,385 citations
  77. Know What You Don't Know: Unanswerable Questions for SQuADPranav Rajpurkar, Robin Jia, Percy Liang2018 · 3,360 citations
  78. Verb Semantics and Lexical SelectionZhibiao Wu, Martha Palmer1994 · 3,276 citations
  79. Continual Lifelong Learning with Neural Networks: A ReviewGerman I. Parisi, Ronald Kemker, Jose L. Part, et al.2018 · 3,210 citations
  80. The Proposition Bank: An Annotated Corpus of Semantic RolesMartha Palmer, Daniel Gildea, Paul Kingsbury2005 · 3,208 citations
  81. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionMandar Joshi, Eunsol Choi, Daniel Weld, et al.2017 · 3,204 citations
  82. Accurate Methods for the Statistics of Surprise and CoincidenceTed Dunning1993 · 3,060 citations
  83. Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading BooksYukun Zhu, Ryan Kiros, Richard Zemel, et al.2015 · 3,030 citations
  84. Language Models as Knowledge Bases?Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, et al.2019 · 2,977 citations
  85. CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesZhangyin Feng, Daya Guo, Duyu Tang, et al.2020 · 2,954 citations
  86. A Diversity-Promoting Objective Function for Neural Conversation ModelsJiwei Li, Michel Galley, Chris Brockett, et al.2016 · 2,925 citations
  87. Attention, Intentions, and the Structure of DiscourseBarbara J. Grosz, Candace L. Sidner1986 · 2,923 citations
  88. Learning to Rank using Gradient DescentChris Burges, Tal Shaked, Erin Renshaw, et al.2005 · 2,896 citations
  89. Generating Typed Dependency Parses from Phrase Structure ParsesMarie-Catherine de Marneffe, Bill MacCartney, Christopher D. Manning2006 · 2,886 citations
  90. Unsupervised Word Sense Disambiguation Rivaling Supervised MethodsDavid Yarowsky1995 · 2,840 citations
  91. Self-Attention with Relative Position RepresentationsPeter Shaw, Jakob Uszkoreit, Ashish Vaswani2018 · 2,811 citations
  92. Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating ScalesBo Pang, Lillian Lee2005 · 2,722 citations
  93. LXMERT: Learning Cross-Modality Encoder Representations from TransformersHao Tan, Mohit Bansal2019 · 2,714 citations
  94. Domain-Specific Language Model Pretraining for Biomedical Natural Language ProcessingYu Gu; Robert Tinn; Hao Cheng; Michael Lucas; Naoto Usuyama; Xiaodong Liu; Tristan Naumann; Jianfeng Gao;, Hoifung Poon2020 · 2,636 citations
  95. Scalable Diffusion Models with TransformersWilliam Peebles, Saining Xie2022 · 2,595 citations
  96. SpanBERT: Improving Pre-training by Representing and Predicting SpansMandar Joshi, Danqi Chen, Yinhan Liu, et al.2019 · 2,580 citations
  97. Improved Baselines with Visual Instruction TuningHaotian Liu, Chunyuan Li, Yuheng Li, et al.2023 · 2,557 citations
  98. Lost in the Middle: How Language Models Use Long ContextsNelson F. Liu, Kevin Lin, John Hewitt, et al.2023 · 2,540 citations
  99. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron AlgorithmsMichael Collins2002 · 2,510 citations
  100. Dynamic Topic ModelsDavid M. Blei, John D. Lafferty2006 · 2,508 citations

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