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🤖 Artificial Intelligence

7,180 papers · page 3 of 73 · 126–225 · the most cited first · all shelves

Artificial Intelligence is a subfield of Computer Science in the OpenAlex classification of science. The topics most of its papers here are on: «Natural Language Processing Techniques», «Topic Modeling», «Speech and dialogue systems».

 Papers

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  1. 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
  2. Building a Large Annotated Corpus of English: The Penn TreebankMitchell P. Marcus, Beatrice Santorini, Mary Ann Marcinkiewicz1993 · 3,006 citations
  3. Convolutional Sequence to Sequence LearningJonas Gehring, Michael Auli, David Grangier, et al.2017 · 2,983 citations
  4. Language Models as Knowledge Bases?Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, et al.2019 · 2,977 citations
  5. CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesZhangyin Feng, Daya Guo, Duyu Tang, et al.2020 · 2,954 citations
  6. Gemini: A Family of Highly Capable Multimodal ModelsGemini Team, Rohan Anil, Sebastian Borgeaud, et al.2023 · 2,951 citations
  7. hdbscan: Hierarchical density based clusteringLeland McInnes, John Healy, Steve Astels2017 · 2,932 citations
  8. A Diversity-Promoting Objective Function for Neural Conversation ModelsJiwei Li, Michel Galley, Chris Brockett, et al.2016 · 2,925 citations
  9. Fitting Linear Mixed-Effects Models Using lme4Douglas Bates, Martin Mächler, Ben Bolker, et al.2015 · 2,924 citations
  10. Attention, Intentions, and the Structure of DiscourseBarbara J. Grosz, Candace L. Sidner1986 · 2,923 citations
  11. Twitter as a Corpus for Sentiment Analysis and Opinion MiningAlexander Pak, Patrick Paroubek2010 · 2,905 citations
  12. Learning to Rank using Gradient DescentChris Burges, Tal Shaked, Erin Renshaw, et al.2005 · 2,896 citations
  13. Generating Typed Dependency Parses from Phrase Structure ParsesMarie-Catherine de Marneffe, Bill MacCartney, Christopher D. Manning2006 · 2,886 citations
  14. A Survey of Large Language ModelsWayne Xin Zhao, Kun Zhou, Junyi Li, et al.2023 · 2,847 citations
  15. What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?Alex Kendall, Yarin Gal2017 · 2,844 citations
  16. Unsupervised Word Sense Disambiguation Rivaling Supervised MethodsDavid Yarowsky1995 · 2,840 citations
  17. Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of ReviewsPeter Turney2002 · 2,826 citations
  18. Self-Attention with Relative Position RepresentationsPeter Shaw, Jakob Uszkoreit, Ashish Vaswani2018 · 2,811 citations
  19. RCV1: A New Benchmark Collection for Text Categorization ResearchDavid D. Lewis, Yiming Yang, Tony G. Rose, et al.2004 · 2,742 citations
  20. Efficient Memory Management for Large Language Model Serving with PagedAttentionWoosuk Kwon, Zhuohan Li, Siyuan Zhuang, et al.2023 · 2,738 citations
  21. Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating ScalesBo Pang, Lillian Lee2005 · 2,722 citations
  22. SENTIWORDNET: A Publicly Available Lexical Resource for Opinion MiningAndrea Esuli, Fabrizio Sebastiani2006 · 2,719 citations
  23. LXMERT: Learning Cross-Modality Encoder Representations from TransformersHao Tan, Mohit Bansal2019 · 2,714 citations
  24. 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
  25. Attention-based LSTM for Aspect-level Sentiment ClassificationYequan Wang, Minlie Huang, Xiaoyan Zhu, et al.2016 · 2,609 citations
  26. PaLM: Scaling Language Modeling with PathwaysAakanksha Chowdhery, Sharan Narang, Jacob Devlin, et al.2022 · 2,603 citations
  27. Stochastic Backpropagation and Approximate Inference in Deep Generative ModelsDanilo Jimenez Rezende, Shakir Mohamed, Daan Wierstra2014 · 2,586 citations
  28. SpanBERT: Improving Pre-training by Representing and Predicting SpansMandar Joshi, Danqi Chen, Yinhan Liu, et al.2019 · 2,580 citations
  29. Improved Baselines with Visual Instruction TuningHaotian Liu, Chunyuan Li, Yuheng Li, et al.2023 · 2,557 citations
  30. Lost in the Middle: How Language Models Use Long ContextsNelson F. Liu, Kevin Lin, John Hewitt, et al.2023 · 2,540 citations
  31. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron AlgorithmsMichael Collins2002 · 2,510 citations
  32. Dynamic Topic ModelsDavid M. Blei, John D. Lafferty2006 · 2,508 citations
  33. An Overview of Multi-Task Learning in Deep Neural NetworksSebastian Ruder2017 · 2,506 citations
  34. Robust Speech Recognition via Large-Scale Weak SupervisionAlec Radford, Jong Wook Kim, Tao Xu, et al.2022 · 2,497 citations
  35. ReAct: Synergizing Reasoning and Acting in Language ModelsShunyu Yao, Jeffrey Zhao, Dian Yu, et al.2022 · 2,493 citations
  36. Visual Instruction TuningHaotian Liu, Chunyuan Li, Qingyang Wu, et al.2023 · 2,487 citations
  37. Direct Preference Optimization: Your Language Model is Secretly a Reward ModelRafael Rafailov, Archit Sharma, Eric Mitchell, et al.2023 · 2,478 citations
  38. OpenNMT: Open-Source Toolkit for Neural Machine TranslationGuillaume Klein, Yoon Kim, Yuntian Deng, et al.2017 · 2,460 citations
  39. Statistical Significance Tests for Machine Translation EvaluationPhilipp Koehn2004 · 2,444 citations
  40. Word Representations: A Simple and General Method for Semi-Supervised LearningJoseph Turian, Lev-Arie Ratinov, Yoshua Bengio2010 · 2,421 citations
  41. SemEval-2014 Task 4: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, John Pavlopoulos, et al.2014 · 2,405 citations
  42. Meteor Universal: Language Specific Translation Evaluation for Any Target LanguageMichael Denkowski, Alon Lavie2014 · 2,392 citations
  43. Sparks of Artificial General Intelligence: Early experiments with GPT-4Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, et al.2023 · 2,389 citations
  44. Recurrent Neural Network RegularizationWojciech Zaremba, Ilya Sutskever, Oriol Vinyals2014 · 2,379 citations
  45. Learning Important Features Through Propagating Activation DifferencesAvanti Shrikumar, Peyton Greenside, Anshul Kundaje2017 · 2,377 citations
  46. Exploring the Space of Topic Coherence MeasuresMichael Röder, Andreas Both, Alexander Hinneburg2015 · 2,368 citations
  47. Generating Sentences from a Continuous SpaceSamuel R. Bowman, Luke Vilnis, Oriol Vinyals, et al.2016 · 2,367 citations
  48. Self-critical Sequence Training for Image CaptioningSteven J. Rennie, Etienne Marcheret, Youssef Mroueh, et al.2016 · 2,367 citations
  49. Stanza: A Python Natural Language Processing Toolkit for Many Human LanguagesPeng Qi, Yuhao Zhang, Yuhui Zhang, et al.2020 · 2,347 citations
  50. Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment ClassificationJohn Blitzer, Mark Dredze, Fernando Pereira2007 · 2,329 citations
  51. Measuring Mathematical Problem Solving With the MATH DatasetDan Hendrycks, Collin Burns, Saurav Kadavath, et al.2021 · 2,318 citations
  52. Deep Speech 2: End-to-End Speech Recognition in English and MandarinDario Amodei, Rishita Anubhai, Eric Battenberg, et al.2015 · 2,302 citations
  53. A Fast and Accurate Dependency Parser using Neural NetworksDanqi Chen, Christopher Manning2014 · 2,301 citations
  54. Relational inductive biases, deep learning, and graph networksPeter W. Battaglia, Jessica B. Hamrick, Victor Bapst, et al.2018 · 2,285 citations
  55. Named Entity Recognition with Bidirectional LSTM-CNNsJason P. C. Chiu, Eric Nichols2015 · 2,276 citations
  56. Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)Djork-Arné Clevert, Thomas Unterthiner, Sepp Hochreiter2015 · 2,274 citations
  57. A Survey on Large Language Model based Autonomous AgentsLei Wang, Chen Ma, Xueyang Feng, et al.2023 · 2,263 citations
  58. Reading Wikipedia to Answer Open-Domain QuestionsDanqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2,250 citations
  59. Equality of Opportunity in Supervised LearningMoritz Hardt, Eric Price, Nathan Srebro2016 · 2,224 citations
  60. GPT-4o System CardOpenAI, Aaron Hurst, Adam Lerer, et al.2024 · 2,221 citations
  61. Enriching Word Vectors with Subword InformationPiotr Bojanowski, Edouard Grave, Armand Joulin, et al.2017 · 2,218 citations
  62. ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language TasksJiasen Lu, Dhruv Batra, Devi Parikh, et al.2019 · 2,217 citations
  63. Attention-Based Bidirectional Long Short-Term Memory Networks for Relation ClassificationPeng Zhou, Wei Shi, Jun Tian, et al.2016 · 2,216 citations
  64. Automatic Labeling of Semantic RolesDaniel Gildea, Daniel Jurafsky2002 · 2,216 citations
  65. Emergent Abilities of Large Language ModelsJason Wei, Yi Tay, Rishi Bommasani, et al.2022 · 2,215 citations
  66. FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos, et al.2018 · 2,205 citations
  67. Reflexion: Language Agents with Verbal Reinforcement LearningNoah Shinn, Federico Cassano, Edward Berman, et al.2023 · 2,202 citations
  68. SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding SystemsAlex Wang, Yada Pruksachatkun, Nikita Nangia, et al.2019 · 2,187 citations
  69. WordNet: A Lexical Database for EnglishGeorge A. Miller1994 · 2,179 citations
  70. Scaling Instruction-Finetuned Language ModelsHyung Won Chung, Le Hou, Shayne Longpre, et al.2022 · 2,176 citations
  71. Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on TwitterZeerak Waseem, Dirk Hovy2016 · 2,158 citations
  72. Probabilistic Latent Semantic AnalysisThomas Hofmann1999 · 2,145 citations
  73. A Primer in BERTology: What We Know About How BERT WorksAnna Rogers, Olga Kovaleva, Anna Rumshisky2020 · 2,127 citations
  74. BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language ModelsJunnan Li, Dongxu Li, Silvio Savarese, et al.2023 · 2,114 citations
  75. Flamingo: a Visual Language Model for Few-Shot LearningJean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, et al.2022 · 2,108 citations
  76. Tensor Fusion Network for Multimodal Sentiment AnalysisAmir Zadeh, Minghai Chen, Soujanya Poria, et al.2017 · 2,107 citations
  77. chrF: character n-gram F-score for automatic MT evaluationMaja Popović2015 · 2,105 citations
  78. Centering: A Framework for Modeling the Local Coherence of DiscourseBarbara J. Grosz, Aravind K. Joshi, Scott Weinstein1995 · 2,101 citations
  79. How Multilingual is Multilingual BERT?Telmo Pires, Eva Schlinger, Dan Garrette2019 · 2,095 citations
  80. Automatic Retrieval and Clustering of Similar WordsDekang Lin1998 · 2,060 citations
  81. A Maximum-Entropy-Inspired ParserEugene Charniak2000 · 2,049 citations
  82. TruthfulQA: Measuring How Models Mimic Human FalsehoodsStephanie Lin, Jacob Hilton, Owain Evans2022 · 2,047 citations
  83. Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word EmbeddingsTolga Bolukbasi, Kai-Wei Chang, James Zou, et al.2016 · 2,038 citations
  84. Reading Tea Leaves: How Humans Interpret Topic ModelsJonathan Chang, Jordan Boyd-Graber, Sean Gerrish, et al.2009 · 2,037 citations
  85. Toolformer: Language Models Can Teach Themselves to Use ToolsTimo Schick, Jane Dwivedi-Yu, Roberto Dessì, et al.2023 · 2,020 citations
  86. DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language ModelsZhihong Shao, Peiyi Wang, Qihao Zhu, et al.2024 · 2,013 citations
  87. Knowledge GraphsAidan Hogan, Eva Blomqvist, Michael Cochez, et al.2020 · 2,011 citations
  88. Head-Driven Statistical Models for Natural Language ParsingMichael Collins2003 · 2,001 citations
  89. GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question AnsweringDrew A. Hudson, Christopher D. Manning2019 · 1,997 citations
  90. BERT Rediscovers the Classical NLP PipelineIan Tenney, Dipanjan Das, Ellie Pavlick2019 · 1,993 citations
  91. MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed SystemsTianqi Chen, Mu Li, Yutian Li, et al.2015 · 1,981 citations
  92. Automatic Evaluation of Summaries Using N-gram Co-occurrence StatisticsChin-Yew Lin, Eduard Hovy2003 · 1,967 citations
  93. Bidirectional Attention Flow for Machine ComprehensionMinjoon Seo, Aniruddha Kembhavi, Ali Farhadi, et al.2016 · 1,956 citations
  94. Making Pre-trained Language Models Better Few-shot LearnersTianyu Gao, Adam Fisch, Danqi Chen2021 · 1,952 citations
  95. An Image is Worth 16x16 Words: Transformers for Image Recognition at ScaleAlexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, et al.2020 · 1,947 citations
  96. Knowledge Graph Embedding via Dynamic Mapping MatrixGuoliang Ji, Shizhu He, Liheng Xu, et al.2015 · 1,936 citations
  97. Adversarial Examples for Evaluating Reading Comprehension SystemsRobin Jia, Percy Liang2017 · 1,935 citations
  98. Abstract Meaning Representation for SembankingLaura Banarescu, Claire Bonial, Shu Cai, et al.2013 · 1,915 citations
  99. Extracting Product Features and Opinions from ReviewsAna-Maria Popescu, Oren Etzioni2005 · 1,904 citations
  100. Incorporating Copying Mechanism in Sequence-to-Sequence LearningJiatao Gu, Zhengdong Lu, Hang Li, et al.2016 · 1,895 citations

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