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🖥️ Computer Science

9,085 papers · page 2 of 92 · 26–125 · 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 … 10 … 92

  1. Deep Contextualized Word RepresentationsMatthew E. Peters, Mark Neumann, Mohit Iyyer, et al.2018 · 14,852 citations
  2. Language Models are Few-Shot LearnersTom B. Brown, Benjamin Mann, Nick Ryder, et al.2020 · 13,703 citations
  3. Momentum Contrast for Unsupervised Visual Representation LearningKaiming He, Haoqi Fan, Yuxin Wu, et al.2019 · 13,151 citations
  4. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionMike Lewis, Yinhan Liu, Naman Goyal, et al.2020 · 12,784 citations
  5. GPT-4 Technical ReportOpenAI, Josh Achiam, Steven Adler, et al.2023 · 12,732 citations
  6. The PageRank Citation Ranking: Bringing Order to the WebLawrence Page, Sergey Brin, Rajeev Motwani, et al.1999 · 12,693 citations
  7. FaceNet: A Unified Embedding for Face Recognition and ClusteringFlorian Schroff, Dmitry Kalenichenko, James Philbin2015 · 11,940 citations
  8. Enriching Word Vectors with Subword InformationPiotr Bojanowski, Edouard Grave, Armand Joulin, et al.2017 · 11,848 citations
  9. Chain-of-Thought Prompting Elicits Reasoning in Large Language ModelsJason Wei, Xuezhi Wang, Dale Schuurmans, et al.2022 · 11,308 citations
  10. Exploring the Limits of Transfer Learning with a Unified Text-to-Text TransformerColin Raffel, Noam Shazeer, Adam Roberts, et al.2019 · 11,088 citations
  11. Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models InsteadCynthia Rudin2018 · 10,431 citations
  12. A Comprehensive Survey on Graph Neural NetworksZonghan Wu, Shirui Pan, Fengwen Chen, et al.2019 · 10,300 citations
  13. Training language models to follow instructions with human feedbackLong Ouyang, Jeff Wu, Xu Jiang, et al.2022 · 10,005 citations
  14. MobileNets: Efficient Convolutional Neural Networks for Mobile Vision ApplicationsAndrew G. Howard, Menglong Zhu, Bo Chen, et al.2017 · 9,641 citations
  15. SQuAD: 100,000+ Questions for Machine Comprehension of TextPranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, et al.2016 · 9,513 citations
  16. LLaMA: Open and Efficient Foundation Language ModelsHugo Touvron, Thibaut Lavril, Gautier Izacard, et al.2023 · 9,472 citations
  17. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed SystemsMartín Abadi, Ashish Agarwal, Paul Barham, et al.2016 · 9,464 citations
  18. Authoritative Sources in a Hyperlinked EnvironmentJon M. Kleinberg1999 · 9,093 citations
  19. Graph Attention NetworksPetar Veličkovic, Guillem Cucurull, Arantxa Casanova, et al.2017 · 9,000 citations
  20. Semi-Supervised Classification with Graph Convolutional NetworksThomas N. Kipf, Max Welling2016 · 8,826 citations
  21. The Stanford CoreNLP Natural Language Processing ToolkitChristopher Manning, Mihai Surdeanu, John Bauer, et al.2014 · 8,629 citations
  22. MIMIC-III, a freely accessible critical care databaseAlistair E. W. Johnson, Tom Pollard, Lu Shen, et al.2016 · 8,544 citations
  23. LoRA: Low-Rank Adaptation of Large Language ModelsEdward J. Hu, Yelong Shen, Phillip Wallis, et al.2021 · 8,473 citations
  24. Explaining and Harnessing Adversarial ExamplesIan J. Goodfellow, Jonathon Shlens, Christian Szegedy2014 · 8,440 citations
  25. Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, et al.2021 · 8,328 citations
  26. BioBERT: a pre-trained biomedical language representation model for biomedical text miningJinhyuk Lee, Wonjin Yoon, Sungdong Kim, et al.2019 · 8,311 citations
  27. Text Categorization with Support Vector Machines: Learning with Many Relevant FeaturesThorsten Joachims1998 · 8,311 citations
  28. A Unified Approach to Interpreting Model PredictionsScott Lundberg, Su-In Lee2017 · 8,091 citations
  29. A Simple Framework for Contrastive Learning of Visual RepresentationsTing Chen, Simon Kornblith, Mohammad Norouzi, et al.2020 · 7,783 citations
  30. Thumbs up? Sentiment Classification using Machine Learning TechniquesBo Pang, Lillian Lee, Shivakumar Vaithyanathan2002 · 7,762 citations
  31. On the Properties of Neural Machine Translation: Encoder-Decoder ApproachesKyunghyun Cho, Bart van Merrienboer, Dzmitry Bahdanau, et al.2014 · 7,756 citations
  32. Show, Attend and Tell: Neural Image Caption Generation with Visual AttentionKelvin Xu, Jimmy Ba, Ryan Kiros, et al.2015 · 7,523 citations
  33. ChatGPT for Good? On Opportunities and Challenges of Large Language Models for EducationEnkelejda Kasneci, Kathrin Seßler, Stefan Küchemann, et al.2023 · 7,436 citations
  34. GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language UnderstandingAlex Wang, Amanpreet Singh, Julian Michael, et al.2018 · 7,169 citations
  35. UMAP: Uniform Manifold Approximation and Projection for Dimension ReductionLeland McInnes, John Healy, James Melville2018 · 7,138 citations
  36. Representation Learning with Contrastive Predictive CodingAaron van den Oord, Yazhe Li, Oriol Vinyals2018 · 6,842 citations
  37. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial NetworksAlec Radford, Luke Metz, Soumith Chintala2015 · 6,532 citations
  38. Learning Transferable Architectures for Scalable Image RecognitionBarret Zoph, Vijay Vasudevan, Jonathon Shlens, et al.2017 · 6,521 citations
  39. Grad-CAM: Visual Explanations from Deep Networks via Gradient-based LocalizationRamprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, et al.2016 · 6,330 citations
  40. Natural Language Processing (almost) from ScratchRonan Collobert, Jason Weston, Leon Bottou, et al.2011 · 6,138 citations
  41. Survey of Hallucination in Natural Language GenerationZiwei Ji, Nayeon Lee, Rita Frieske, et al.2022 · 5,957 citations
  42. Emerging Properties in Self-Supervised Vision TransformersMathilde Caron, Hugo Touvron, Ishan Misra, et al.2021 · 5,912 citations
  43. Intriguing properties of neural networksChristian Szegedy, Wojciech Zaremba, Ilya Sutskever, et al.2013 · 5,878 citations
  44. Combining Labeled and Unlabeled Data with Co-TrainingAvrim Blum, Tom Mitchell1998 · 5,830 citations
  45. Distributed Representations of Sentences and DocumentsQuoc V. Le, Tomas Mikolov2014 · 5,786 citations
  46. Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image AnnotationsRanjay Krishna, Yuke Zhu, Oliver Groth, et al.2016 · 5,761 citations
  47. ADADELTA: An Adaptive Learning Rate MethodMatthew D. Zeiler2012 · 5,658 citations
  48. A Survey on Bias and Fairness in Machine LearningNinareh Mehrabi, Fred Morstatter, Nripsuta Saxena, et al.2019 · 5,626 citations
  49. METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human JudgmentsSatanjeev Banerjee, Alon Lavie2005 · 5,504 citations
  50. Hierarchical Attention Networks for Document ClassificationZichao Yang, Diyi Yang, Chris Dyer, et al.2016 · 5,423 citations
  51. Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingPengfei Liu, Weizhe Yuan, Jinlan Fu, et al.2021 · 5,396 citations
  52. Dense Passage Retrieval for Open-Domain Question AnsweringVladimir Karpukhin, Barlas Oguz, Sewon Min, et al.2020 · 5,375 citations
  53. Explanation in Artificial Intelligence: Insights from the Social SciencesTim Miller2017 · 5,364 citations
  54. EfficientNet: Rethinking Model Scaling for Convolutional Neural NetworksMingxing Tan, Quoc V. Le2019 · 5,308 citations
  55. Instance-Based Learning AlgorithmsDavid W. Aha, Dennis Kibler, Marc K. Albert1991 · 5,250 citations
  56. WaveNet: A Generative Model for Raw AudioAaron van den Oord, Sander Dieleman, Heiga Zen, et al.2016 · 5,190 citations
  57. Active Learning Literature SurveyBurr Settles2009 · 4,890 citations
  58. mixup: Beyond Empirical Risk MinimizationHongyi Zhang, Moustapha Cisse, Yann N. Dauphin, et al.2017 · 4,811 citations
  59. Character-level Convolutional Networks for Text ClassificationXiang Zhang, Junbo Zhao, Yann LeCun2015 · 4,781 citations
  60. Inductive Representation Learning on Large GraphsWilliam L. Hamilton, Rex Ying, Jure Leskovec2017 · 4,696 citations
  61. Billion-scale similarity search with GPUsJeff Johnson, Matthijs Douze, Hervé Jégou2017 · 4,691 citations
  62. PaLM: Scaling Language Modeling with PathwaysAakanksha Chowdhery, Sharan Narang, Jacob Devlin, et al.2022 · 4,680 citations
  63. DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement LearningDeepSeek-AI, Daya Guo, Dejian Yang, et al.2025 · 4,593 citations
  64. Microsoft COCO: Common Objects in ContextTsung-Yi Lin, Michael Maire, Serge Belongie, et al.2014 · 4,567 citations
  65. Large Language Models Encode Clinical KnowledgeKaran Singhal, Shekoofeh Azizi, Tao Tu, et al.2022 · 4,477 citations
  66. SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text ProcessingTaku Kudo, John Richardson2018 · 4,471 citations
  67. Efficient Memory Management for Large Language Model Serving with PagedAttentionWoosuk Kwon, Zhuohan Li, Siyuan Zhuang, et al.2023 · 4,453 citations
  68. Word Association Norms, Mutual Information, and LexicographyKenneth Ward Church, Patrick Hanks1990 · 4,368 citations
  69. Neural Architecture Search with Reinforcement LearningBarret Zoph, Quoc V. Le2016 · 4,339 citations
  70. Learning Word Vectors for Sentiment AnalysisAndrew L. Maas, Raymond E. Daly, Peter T. Pham, et al.2011 · 4,290 citations
  71. Performance of ChatGPT on USMLE: Potential for AI-assisted medical education using large language modelsTiffany H. Kung, Morgan Cheatham, Arielle Medenilla, et al.2023 · 4,168 citations
  72. A Call for Clarity in Reporting BLEU ScoresMatt Post2018 · 4,135 citations
  73. Caffe: Convolutional Architecture for Fast Feature EmbeddingYangqing Jia, Evan Shelhamer, Jeff Donahue, et al.2014 · 4,071 citations
  74. Energy and Policy Considerations for Deep Learning in NLPEmma Strubell, Ananya Ganesh, Andrew McCallum2019 · 4,053 citations
  75. Natural Questions: A Benchmark for Question Answering ResearchTom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, et al.2019 · 4,035 citations
  76. Recognizing Contextual Polarity in Phrase-Level Sentiment AnalysisTheresa Wilson, Janyce Wiebe, Paul Hoffmann2005 · 3,991 citations
  77. Neural Machine Translation of Rare Words with Subword UnitsRico Sennrich, Barry Haddow, Alexandra Birch2016 · 3,980 citations
  78. fairseq: A Fast, Extensible Toolkit for Sequence ModelingMyle Ott, Sergey Edunov, Alexei Baevski, et al.2019 · 3,951 citations
  79. Accurate Unlexicalized ParsingDan Klein, Christopher D. Manning2003 · 3,942 citations
  80. SimCSE: Simple Contrastive Learning of Sentence EmbeddingsTianyu Gao, Xingcheng Yao, Danqi Chen2021 · 3,922 citations
  81. A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum CutsBo Pang, Lillian Lee2004 · 3,849 citations
  82. Longformer: The Long-Document TransformerIz Beltagy, Matthew E. Peters, Arman Cohan2020 · 3,836 citations
  83. Teaching Machines to Read and ComprehendKarl Moritz Hermann, Tomáš Kočiský, Edward Grefenstette, et al.2015 · 3,829 citations
  84. A Study of Translation Edit Rate with Targeted Human AnnotationMatthew Snover, Bonnie Dorr, Rich Schwartz, et al.2006 · 3,828 citations
  85. Bidirectional LSTM-CRF Models for Sequence TaggingZhiheng Huang, Wei Xu, Kai Yu2015 · 3,818 citations
  86. SpecAugment: A Simple Data Augmentation Method for Automatic Speech RecognitionDaniel S. Park, William Chan, Yu Zhang, et al.2019 · 3,809 citations
  87. Large language models are zero-shot reasonersTakeshi Kojima, Shixiang Shane Gu, Machel Reid, et al.2022 · 3,795 citations
  88. XLNet: Generalized Autoregressive Pretraining for Language UnderstandingZhilin Yang, Zihang Dai, Yiming Yang, et al.2019 · 3,789 citations
  89. Neural Message Passing for Quantum ChemistryJustin Gilmer, Samuel S. Schoenholz, Patrick F. Riley, et al.2017 · 3,703 citations
  90. Training Verifiers to Solve Math Word ProblemsKarl Cobbe, Vineet Kosaraju, Mohammad Bavarian, et al.2021 · 3,680 citations
  91. A Survey on Evaluation of Large Language ModelsYupeng Chang, Xu Wang, Jindong Wang, et al.2023 · 3,641 citations
  92. A Maximum Entropy Approach to Natural Language ProcessingAdam L. Berger, Stephen A. Della Pietra, Vincent J. Della Pietra1996 · 3,638 citations
  93. Incorporating Non-local Information into Information Extraction Systems by Gibbs SamplingJenny Rose Finkel, Trond Grenager, Christopher Manning2005 · 3,622 citations
  94. Categorical Reparameterization with Gumbel-SoftmaxEric Jang, Shixiang Gu, Ben Poole2016 · 3,577 citations
  95. DBpedia – A Large-scale, Multilingual Knowledge Base Extracted from WikipediaJens Lehmann, Robert Isele, Max Jakob, et al.2015 · 3,571 citations
  96. SciBERT: A Pretrained Language Model for Scientific TextIz Beltagy, Kyle Lo, Arman Cohan2019 · 3,567 citations
  97. Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency NetworkKristina Toutanova, Dan Klein, Christopher D. Manning, et al.2003 · 3,566 citations
  98. Lexicon-Based Methods for Sentiment AnalysisMaite Taboada, Julian Brooke, Milan Tofiloski, et al.2011 · 3,563 citations
  99. The Berkeley FrameNet ProjectCollin F. Baker, Charles J. Fillmore, John B. Lowe1998 · 3,551 citations
  100. Linguistic Regularities in Continuous Space Word RepresentationsTomas Mikolov, Wen-tau Yih, Geoffrey Zweig2013 · 3,496 citations

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