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🖥️ Computer Science

9,085 papers · page 3 of 92 · 126–225 · the most cited first · all shelves

Artificial intelligence, language technology, vision, systems, networks, software and the theory of computing.

 Papers (9,085)

1 2 3 4 … 10 … 92

  1. Measuring Massive Multitask Language UnderstandingDan Hendrycks, Collin Burns, Steven Basart, et al.2020 · 3,495 citations
  2. HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringZhilin Yang, Peng Qi, Saizheng Zhang, et al.2018 · 3,495 citations
  3. HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsWei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, et al.2021 · 3,446 citations
  4. Conformer: Convolution-augmented Transformer for Speech RecognitionAnmol Gulati, James Qin, Chung-Cheng Chiu, et al.2020 · 3,439 citations
  5. Using Information Content to Evaluate Semantic Similarity in a TaxonomyPhilip Resnik1995 · 3,423 citations
  6. MIMIC-IV, a freely accessible electronic health record datasetAlistair E. W. Johnson, Lucas Bulgarelli, Lu Shen, et al.2023 · 3,386 citations
  7. Know What You Don't Know: Unanswerable Questions for SQuADPranav Rajpurkar, Robin Jia, Percy Liang2018 · 3,373 citations
  8. Scaling Laws for Neural Language ModelsJared Kaplan, Sam McCandlish, Tom Henighan, et al.2020 · 3,295 citations
  9. Verb Semantics and Lexical SelectionZhibiao Wu, Martha Palmer1994 · 3,279 citations
  10. Qwen3 Technical ReportAn Yang, Anfeng Li, Baosong Yang, et al.2025 · 3,276 citations
  11. A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open QuestionsLei Huang, Weijiang Yu, Weitao Ma, et al.2023 · 3,222 citations
  12. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionMandar Joshi, Eunsol Choi, Daniel Weld, et al.2017 · 3,213 citations
  13. The Proposition Bank: An Annotated Corpus of Semantic RolesMartha Palmer, Daniel Gildea, Paul Kingsbury2005 · 3,212 citations
  14. Continual Lifelong Learning with Neural Networks: A ReviewGerman I. Parisi, Ronald Kemker, Jose L. Part, et al.2018 · 3,211 citations
  15. Towards A Rigorous Science of Interpretable Machine LearningFinale Doshi-Velez, Been Kim2017 · 3,205 citations
  16. mT5: A Massively Multilingual Pre-trained Text-to-Text TransformerLinting Xue, Noah Constant, Adam Roberts, et al.2021 · 3,197 citations
  17. SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion MiningStefano Baccianella, Andrea Esuli, Fabrizio Sebastiani2010 · 3,076 citations
  18. Accurate Methods for the Statistics of Surprise and CoincidenceTed Dunning1993 · 3,063 citations
  19. On the Opportunities and Risks of Foundation ModelsRishi Bommasani, Drew A. Hudson, Ehsan Adeli, et al.2021 · 3,056 citations
  20. Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading BooksYukun Zhu, Ryan Kiros, Richard Zemel, et al.2015 · 3,051 citations
  21. Self-Consistency Improves Chain of Thought Reasoning in Language ModelsXuezhi Wang, Jason Wei, Dale Schuurmans, et al.2022 · 3,041 citations
  22. Building a Large Annotated Corpus of English: The Penn TreebankMitchell P. Marcus, Beatrice Santorini, Mary Ann Marcinkiewicz1993 · 3,024 citations
  23. Convolutional Sequence to Sequence LearningJonas Gehring, Michael Auli, David Grangier, et al.2017 · 3,003 citations
  24. Language Models as Knowledge Bases?Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, et al.2019 · 2,992 citations
  25. RoFormer: Enhanced Transformer with Rotary Position EmbeddingJianlin Su, Yu Lu, Shengfeng Pan, et al.2021 · 2,963 citations
  26. CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesZhangyin Feng, Daya Guo, Duyu Tang, et al.2020 · 2,960 citations
  27. Gemini: A Family of Highly Capable Multimodal ModelsGemini Team, Rohan Anil, Sebastian Borgeaud, et al.2023 · 2,957 citations
  28. A Diversity-Promoting Objective Function for Neural Conversation ModelsJiwei Li, Michel Galley, Chris Brockett, et al.2016 · 2,939 citations
  29. hdbscan: Hierarchical density based clusteringLeland McInnes, John Healy, Steve Astels2017 · 2,932 citations
  30. Fitting Linear Mixed-Effects Models Using lme4Douglas Bates, Martin Mächler, Ben Bolker, et al.2015 · 2,925 citations
  31. Attention, Intentions, and the Structure of DiscourseBarbara J. Grosz, Candace L. Sidner1986 · 2,925 citations
  32. Twitter as a Corpus for Sentiment Analysis and Opinion MiningAlexander Pak, Patrick Paroubek2010 · 2,915 citations
  33. Learning to Rank using Gradient DescentChris Burges, Tal Shaked, Erin Renshaw, et al.2005 · 2,896 citations
  34. Generating Typed Dependency Parses from Phrase Structure ParsesMarie-Catherine de Marneffe, Bill MacCartney, Christopher D. Manning2006 · 2,886 citations
  35. A Survey of Large Language ModelsWayne Xin Zhao, Kun Zhou, Junyi Li, et al.2023 · 2,863 citations
  36. What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?Alex Kendall, Yarin Gal2017 · 2,844 citations
  37. Unsupervised Word Sense Disambiguation Rivaling Supervised MethodsDavid Yarowsky1995 · 2,842 citations
  38. Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of ReviewsPeter Turney2002 · 2,831 citations
  39. Self-Attention with Relative Position RepresentationsPeter Shaw, Jakob Uszkoreit, Ashish Vaswani2018 · 2,820 citations
  40. Direct Preference Optimization: Your Language Model is Secretly a Reward ModelRafael Rafailov, Archit Sharma, Eric Mitchell, et al.2023 · 2,775 citations
  41. RCV1: A New Benchmark Collection for Text Categorization ResearchDavid D. Lewis, Yiming Yang, Tony G. Rose, et al.2004 · 2,752 citations
  42. Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating ScalesBo Pang, Lillian Lee2005 · 2,733 citations
  43. LXMERT: Learning Cross-Modality Encoder Representations from TransformersHao Tan, Mohit Bansal2019 · 2,730 citations
  44. SENTIWORDNET: A Publicly Available Lexical Resource for Opinion MiningAndrea Esuli, Fabrizio Sebastiani2006 · 2,722 citations
  45. 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 · 2,655 citations
  46. Attention-based LSTM for Aspect-level Sentiment ClassificationYequan Wang, Minlie Huang, Xiaoyan Zhu, et al.2016 · 2,619 citations
  47. Hierarchical Text-Conditional Image Generation with CLIP LatentsAditya Ramesh, Prafulla Dhariwal, Alex Nichol, et al.2022 · 2,608 citations
  48. SpanBERT: Improving Pre-training by Representing and Predicting SpansMandar Joshi, Danqi Chen, Yinhan Liu, et al.2019 · 2,598 citations
  49. Scalable Diffusion Models with TransformersWilliam Peebles, Saining Xie2022 · 2,595 citations
  50. Stochastic Backpropagation and Approximate Inference in Deep Generative ModelsDanilo Jimenez Rezende, Shakir Mohamed, Daan Wierstra2014 · 2,595 citations
  51. Improved Baselines with Visual Instruction TuningHaotian Liu, Chunyuan Li, Yuheng Li, et al.2023 · 2,558 citations
  52. Evaluating Large Language Models Trained on CodeMark Chen, Jerry Tworek, Heewoo Jun, et al.2021 · 2,548 citations
  53. Lost in the Middle: How Language Models Use Long ContextsNelson F. Liu, Kevin Lin, John Hewitt, et al.2023 · 2,541 citations
  54. Dynamic Topic ModelsDavid M. Blei, John D. Lafferty2006 · 2,512 citations
  55. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron AlgorithmsMichael Collins2002 · 2,511 citations
  56. An Overview of Multi-Task Learning in Deep Neural NetworksSebastian Ruder2017 · 2,506 citations
  57. Robust Speech Recognition via Large-Scale Weak SupervisionAlec Radford, Jong Wook Kim, Tao Xu, et al.2022 · 2,501 citations
  58. ReAct: Synergizing Reasoning and Acting in Language ModelsShunyu Yao, Jeffrey Zhao, Dian Yu, et al.2022 · 2,497 citations
  59. Visual Instruction TuningHaotian Liu, Chunyuan Li, Qingyang Wu, et al.2023 · 2,491 citations
  60. OpenNMT: Open-Source Toolkit for Neural Machine TranslationGuillaume Klein, Yoon Kim, Yuntian Deng, et al.2017 · 2,469 citations
  61. Statistical Significance Tests for Machine Translation EvaluationPhilipp Koehn2004 · 2,444 citations
  62. Word Representations: A Simple and General Method for Semi-Supervised LearningJoseph Turian, Lev-Arie Ratinov, Yoshua Bengio2010 · 2,442 citations
  63. Photorealistic Text-to-Image Diffusion Models with Deep Language UnderstandingChitwan Saharia, William Chan, Saurabh Saxena, et al.2022 · 2,423 citations
  64. SemEval-2014 Task 4: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, John Pavlopoulos, et al.2014 · 2,409 citations
  65. Sparks of Artificial General Intelligence: Early experiments with GPT-4Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, et al.2023 · 2,400 citations
  66. Meteor Universal: Language Specific Translation Evaluation for Any Target LanguageMichael Denkowski, Alon Lavie2014 · 2,399 citations
  67. Recurrent Neural Network RegularizationWojciech Zaremba, Ilya Sutskever, Oriol Vinyals2014 · 2,387 citations
  68. Learning Important Features Through Propagating Activation DifferencesAvanti Shrikumar, Peyton Greenside, Anshul Kundaje2017 · 2,379 citations
  69. Generating Sentences from a Continuous SpaceSamuel R. Bowman, Luke Vilnis, Oriol Vinyals, et al.2016 · 2,379 citations
  70. Self-critical Sequence Training for Image CaptioningSteven J. Rennie, Etienne Marcheret, Youssef Mroueh, et al.2016 · 2,374 citations
  71. Exploring the Space of Topic Coherence MeasuresMichael Röder, Andreas Both, Alexander Hinneburg2015 · 2,372 citations
  72. UNITER: UNiversal Image-TExt Representation LearningYen-Chun Chen, Linjie Li, Licheng Yu, et al.2019 · 2,356 citations
  73. Embedding Entities and Relations for Learning and Inference in Knowledge BasesBishan Yang, Wen-tau Yih, Xiaodong He, et al.2014 · 2,356 citations
  74. Stanza: A Python Natural Language Processing Toolkit for Many Human LanguagesPeng Qi, Yuhao Zhang, Yuhui Zhang, et al.2020 · 2,350 citations
  75. Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment ClassificationJohn Blitzer, Mark Dredze, Fernando Pereira2007 · 2,329 citations
  76. Measuring Mathematical Problem Solving With the MATH DatasetDan Hendrycks, Collin Burns, Saurav Kadavath, et al.2021 · 2,320 citations
  77. Deep Speech 2: End-to-End Speech Recognition in English and MandarinDario Amodei, Rishita Anubhai, Eric Battenberg, et al.2015 · 2,314 citations
  78. A Fast and Accurate Dependency Parser using Neural NetworksDanqi Chen, Christopher Manning2014 · 2,309 citations
  79. Semantic Parsing on Freebase from Question-Answer PairsJonathan Berant, Andrew Chou, Roy Frostig, et al.2013 · 2,305 citations
  80. Relational inductive biases, deep learning, and graph networksPeter W. Battaglia, Jessica B. Hamrick, Victor Bapst, et al.2018 · 2,287 citations
  81. Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image CaptioningPiyush Sharma, Nan Ding, Sebastian Goodman, et al.2018 · 2,285 citations
  82. Named Entity Recognition with Bidirectional LSTM-CNNsJason P. C. Chiu, Eric Nichols2015 · 2,283 citations
  83. Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)Djork-Arné Clevert, Thomas Unterthiner, Sepp Hochreiter2015 · 2,275 citations
  84. A Survey on Large Language Model based Autonomous AgentsLei Wang, Chen Ma, Xueyang Feng, et al.2023 · 2,267 citations
  85. Reading Wikipedia to Answer Open-Domain QuestionsDanqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2,260 citations
  86. ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language TasksJiasen Lu, Dhruv Batra, Devi Parikh, et al.2019 · 2,237 citations
  87. Emergent Abilities of Large Language ModelsJason Wei, Yi Tay, Rishi Bommasani, et al.2022 · 2,229 citations
  88. Equality of Opportunity in Supervised LearningMoritz Hardt, Eric Price, Nathan Srebro2016 · 2,224 citations
  89. GPT-4o System CardOpenAI, Aaron Hurst, Adam Lerer, et al.2024 · 2,221 citations
  90. Attention-Based Bidirectional Long Short-Term Memory Networks for Relation ClassificationPeng Zhou, Wei Shi, Jun Tian, et al.2016 · 2,218 citations
  91. Automatic Labeling of Semantic RolesDaniel Gildea, Daniel Jurafsky2002 · 2,218 citations
  92. FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos, et al.2018 · 2,207 citations
  93. Reflexion: Language Agents with Verbal Reinforcement LearningNoah Shinn, Federico Cassano, Edward Berman, et al.2023 · 2,204 citations
  94. WordNet: A Lexical Database for EnglishGeorge A. Miller1994 · 2,194 citations
  95. SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding SystemsAlex Wang, Yada Pruksachatkun, Nikita Nangia, et al.2019 · 2,190 citations
  96. Multimodal Transformer for Unaligned Multimodal Language SequencesYao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, et al.2019 · 2,174 citations
  97. Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on TwitterZeerak Waseem, Dirk Hovy2016 · 2,167 citations
  98. Probabilistic Latent Semantic AnalysisThomas Hofmann1999 · 2,148 citations
  99. A Primer in BERTology: What We Know About How BERT WorksAnna Rogers, Olga Kovaleva, Anna Rumshisky2020 · 2,134 citations
  100. BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language ModelsJunnan Li, Dongxu Li, Silvio Savarese, et al.2023 · 2,122 citations

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