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🤖 Artificial Intelligence

7,180 papers · page 4 of 73 · 226–325 · 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. AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated PromptsTaylor Shin, Yasaman Razeghi, Robert L. Logan IV, et al.2020 · 1,879 citations
  2. Focal Loss for Dense Object DetectionTsung-Yi Lin, Priya Goyal, Ross Girshick, et al.2017 · 1,867 citations
  3. A Language Modeling Approach to Information RetrievalJay M. Ponte, W. Bruce Croft1998 · 1,867 citations
  4. Microsoft COCO Captions: Data Collection and Evaluation ServerXinlei Chen, Hao Fang, Tsung-Yi Lin, et al.2015 · 1,859 citations
  5. Character-Aware Neural Language ModelsYoon Kim, Yacine Jernite, David Sontag, et al.2015 · 1,852 citations
  6. Personalizing Dialogue Agents: I have a dog, do you have pets too?Saizheng Zhang, Emily Dinan, Jack Urbanek, et al.2018 · 1,839 citations
  7. Automatically Constructing a Corpus of Sentential ParaphrasesWilliam B. Dolan, Chris Brockett2005 · 1,839 citations
  8. Unsupervised Data Augmentation for Consistency TrainingQizhe Xie, Zihang Dai, Eduard Hovy, et al.2019 · 1,837 citations
  9. Design Challenges and Misconceptions in Named Entity RecognitionLev Ratinov, Dan Roth2009 · 1,836 citations
  10. Scaling Laws for Neural Language ModelsJared Kaplan, Sam McCandlish, Tom Henighan, et al.2020 · 1,814 citations
  11. PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive SummarizationJingqing Zhang, Yao Zhao, Mohammad Saleh, et al.2019 · 1,806 citations
  12. AllenNLP: A Deep Semantic Natural Language Processing PlatformMatt Gardner, Joel Grus, Mark Neumann, et al.2018 · 1,804 citations
  13. “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News DetectionWilliam Yang Wang2017 · 1,801 citations
  14. DeBERTa: Decoding-enhanced BERT with Disentangled AttentionPengcheng He, Xiaodong Liu, Jianfeng Gao, et al.2020 · 1,800 citations
  15. A Survey on Hate Speech Detection using Natural Language ProcessingAnna Schmidt, Michael Wiegand2017 · 1,799 citations
  16. Convolutional Neural Networks on Graphs with Fast Localized Spectral FilteringMichael Defferrard, Xavier Bresson, Pierre Vandergheynst2016 · 1,797 citations
  17. Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language InferenceTimo Schick, Hinrich Schütze2021 · 1,796 citations
  18. The Penn Discourse TreeBank 2.0.Rashmi Prasad, Nikhil Dinesh, Alan Lee, et al.2008 · 1,793 citations
  19. Domain Adaptation with Structural Correspondence LearningJohn Blitzer, Ryan McDonald, Fernando Pereira2006 · 1,792 citations
  20. What Does BERT Learn about the Structure of Language?Ganesh Jawahar, Benoît Sagot, Djamé Seddah2019 · 1,789 citations
  21. Towards Deep Learning Models Resistant to Adversarial AttacksAleksander Madry, Aleksandar Makelov, Ludwig Schmidt, et al.2017 · 1,786 citations
  22. COMET: A Neural Framework for MT EvaluationRicardo Rei, Craig Stewart, Ana C Farinha, et al.2020 · 1,784 citations
  23. ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERTOmar Khattab, Matei Zaharia2020 · 1,776 citations
  24. Attention-Based Models for Speech RecognitionJan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, et al.2015 · 1,776 citations
  25. Transformation-Based Error-Driven Learning and Natural Language Processing: A Case Study in Part-of-Speech TaggingEric Brill1995 · 1,774 citations
  26. A Structured Self-attentive Sentence EmbeddingZhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos, et al.2017 · 1,773 citations
  27. Survey Article: Inter-Coder Agreement for Computational LinguisticsRon Artstein, Massimo Poesio2008 · 1,770 citations
  28. A Neural Conversational ModelOriol Vinyals, Quoc Le2015 · 1,759 citations
  29. KenLM: Faster and Smaller Language Model QueriesKenneth Heafield2011 · 1,759 citations
  30. TnT – A Statistical Part-of-Speech TaggerThorsten Brants2000 · 1,756 citations
  31. Pre-trained Models for Natural Language Processing: A SurveyXipeng Qiu, Tianxiang Sun, Yige Xu, et al.2020 · 1,740 citations
  32. Universal Dependencies v1: A Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.2016 · 1,739 citations
  33. Longformer: The Long-Document TransformerIz Beltagy, Matthew E. Peters, Arman Cohan2020 · 1,737 citations
  34. BERTopic: Neural topic modeling with a class-based TF-IDF procedureMaarten Grootendorst2022 · 1,729 citations
  35. OPT: Open Pre-trained Transformer Language ModelsSusan Zhang, Stephen Roller, Naman Goyal, et al.2022 · 1,709 citations
  36. Language (Technology) is Power: A Critical Survey of “Bias” in NLPSu Lin Blodgett, Solon Barocas, Hal Daumé III, et al.2020 · 1,700 citations
  37. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsAarohi Srivastava, Abhinav Rastogi, Abhishek Rao, et al.2022 · 1,695 citations
  38. A Hierarchical Phrase-Based Model for Statistical Machine TranslationDavid Chiang2005 · 1,683 citations
  39. Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectorsMarco Baroni, Georgiana Dinu, Germán Kruszewski2014 · 1,678 citations
  40. Determining the Sentiment of OpinionsSoo-Min Kim, Eduard Hovy2004 · 1,677 citations
  41. Document Modeling with Gated Recurrent Neural Network for Sentiment ClassificationDuyu Tang, Bing Qin, Ting Liu2015 · 1,675 citations
  42. Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringGautier Izacard, Edouard Grave2021 · 1,674 citations
  43. Pointer Sentinel Mixture ModelsStephen Merity, Caiming Xiong, James Bradbury, et al.2016 · 1,669 citations
  44. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in ConversationsSoujanya Poria, Devamanyu Hazarika, Navonil Majumder, et al.2018 · 1,668 citations
  45. Relation Classification via Convolutional Deep Neural NetworkDaojian Zeng, Kang Liu, Siwei Lai, et al.2014 · 1,659 citations
  46. SemEval-2016 Task 5: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, Haris Papageorgiou, et al.2016 · 1,656 citations
  47. Retrieval-Augmented Generation for Large Language Models: A SurveyYunfan Gao, Yun Xiong, Xinyu Gao, et al.2023 · 1,647 citations
  48. Learning Question ClassifiersXin Li, Dan Roth2002 · 1,645 citations
  49. Qwen Technical ReportJinze Bai, Shuai Bai, Yunfei Chu, et al.2023 · 1,643 citations
  50. Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language InferenceR. Thomas McCoy, Ellie Pavlick, Tal Linzen2019 · 1,630 citations
  51. Hierarchical Phrase-Based TranslationDavid Chiang2007 · 1,628 citations
  52. A Deep Reinforced Model for Abstractive SummarizationRomain Paulus, Caiming Xiong, Richard Socher2017 · 1,626 citations
  53. SimLex-999: Evaluating Semantic Models With (Genuine) Similarity EstimationFelix Hill, Roi Reichart, Anna Korhonen2015 · 1,622 citations
  54. RACE: Large-scale ReAding Comprehension Dataset From ExaminationsGuokun Lai, Qizhe Xie, Hanxiao Liu, et al.2017 · 1,619 citations
  55. A Simple Rule-Based Part of Speech TaggerEric Brill1992 · 1,618 citations
  56. Universal Sentence EncoderDaniel Cer, Yinfei Yang, Sheng-yi Kong, et al.2018 · 1,616 citations
  57. Evaluating WordNet-based Measures of Lexical Semantic RelatednessAlexander Budanitsky, Graeme Hirst2006 · 1,610 citations
  58. Recurrent Continuous Translation ModelsNal Kalchbrenner, Phil Blunsom2013 · 1,597 citations
  59. End-to-End Relation Extraction using LSTMs on Sequences and Tree StructuresMakoto Miwa, Mohit Bansal2016 · 1,596 citations
  60. A Decomposable Attention Model for Natural Language InferenceAnkur Parikh, Oscar Täckström, Dipanjan Das, et al.2016 · 1,589 citations
  61. Deep Unsupervised Learning using Nonequilibrium ThermodynamicsJascha Sohl-Dickstein, Eric A. Weiss, Niru Maheswaranathan, et al.2015 · 1,588 citations
  62. Layer NormalizationJimmy Lei Ba, Jamie Ryan Kiros, Geoffrey E. Hinton2016 · 1,587 citations
  63. Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL TaskTao Yu, Rui Zhang, Kai Yang, et al.2018 · 1,582 citations
  64. Multitask Prompted Training Enables Zero-Shot Task GeneralizationVictor Sanh, Albert Webson, Colin Raffel, et al.2021 · 1,577 citations
  65. Deep Speech: Scaling up end-to-end speech recognitionAwni Hannun, Carl Case, Jared Casper, et al.2014 · 1,575 citations
  66. mT5: A Massively Multilingual Pre-trained Text-to-Text TransformerLinting Xue, Noah Constant, Adam Roberts, et al.2021 · 1,574 citations
  67. WordNet Affect: an Affective Extension of WordNetCarlo Strapparava, Alessandro Valitutti2004 · 1,573 citations
  68. The Concrete Distribution: A Continuous Relaxation of Discrete Random VariablesChris J. Maddison, Andriy Mnih, Yee Whye Teh2016 · 1,569 citations
  69. SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of DocumentsRamesh Nallapati, Feifei Zhai, Bowen Zhou2016 · 1,566 citations
  70. Semantic Compositionality through Recursive Matrix-Vector SpacesRichard Socher, Brody Huval, Christopher D. Manning, et al.2012 · 1,559 citations
  71. A Maximum Entropy Model for Part-Of-Speech TaggingAdwait Ratnaparkhi1996 · 1,554 citations
  72. Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyBonan Min, Hayley Ross, Elior Sulem, et al.2021 · 1,548 citations
  73. Unifying Large Language Models and Knowledge Graphs: A RoadmapShirui Pan, Linhao Luo, Yufei Wang, et al.2023 · 1,545 citations
  74. Universal Sentence Encoder for EnglishDaniel Cer, Yinfei Yang, Sheng-yi Kong, et al.2018 · 1,544 citations
  75. Competition-Level Code Generation with AlphaCodeYujia Li, David Choi, Junyoung Chung, et al.2022 · 1,543 citations
  76. CoQA: A Conversational Question Answering ChallengeSiva Reddy, Danqi Chen, Christopher D. Manning2019 · 1,541 citations
  77. ChatGPT Outperforms Crowd-Workers for Text-Annotation TasksFabrizio Gilardi, Meysam Alizadeh, Maël Kubli2023 · 1,532 citations
  78. Scaling Up Visual and Vision-Language Representation Learning With Noisy Text SupervisionChao Jia, Yinfei Yang, Ye Xia, et al.2021 · 1,528 citations
  79. Score-Based Generative Modeling through Stochastic Differential EquationsYang Song, Jascha Sohl-Dickstein, Diederik P. Kingma, et al.2020 · 1,528 citations
  80. Gemini 1.5: Unlocking multimodal understanding across millions of tokens of contextGemini Team, Petko Georgiev, Ving Ian Lei, et al.2024 · 1,522 citations
  81. Efficient Transformers: A SurveyYi Tay, Mostafa Dehghani, Dara Bahri, et al.2020 · 1,513 citations
  82. Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedElena Voita, David Talbot, Fedor Moiseev, et al.2019 · 1,511 citations
  83. VisualBERT: A Simple and Performant Baseline for Vision and LanguageLiunian Harold Li, Mark Yatskar, Da Yin, et al.2019 · 1,510 citations
  84. Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion GraphAmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria, et al.2018 · 1,506 citations
  85. Multi-Task Deep Neural Networks for Natural Language UnderstandingXiaodong Liu, Pengcheng He, Weizhu Chen, et al.2019 · 1,501 citations
  86. CLIPScore: A Reference-free Evaluation Metric for Image CaptioningJack Hessel, Ari Holtzman, Maxwell Forbes, et al.2021 · 1,498 citations
  87. Multiword Expressions: A Pain in the Neck for NLPIvan A. Sag, Timothy Baldwin, Francis Bond, et al.2002 · 1,497 citations
  88. How Can We Know What Language Models Know?Zhengbao Jiang, Frank F. Xu, Jun Araki, et al.2020 · 1,493 citations
  89. The State and Fate of Linguistic Diversity and Inclusion in the NLP WorldPratik Joshi, Sebastin Santy, Amar Budhiraja, et al.2020 · 1,492 citations
  90. LEGAL-BERT: The Muppets straight out of Law SchoolIlias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, et al.2020 · 1,490 citations
  91. Automatic Word Sense DiscriminationHinrich Schütze1998 · 1,486 citations
  92. Hedges: A Study in Meaning Criteria and the Logic of Fuzzy ConceptsGeorge Lakoff1973 · 1,486 citations
  93. Pre-Training with Whole Word Masking for Chinese BERTYiming Cui, Wanxiang Che, Ting Liu, et al.2019 · 1,485 citations
  94. Deep Reinforcement Learning for Dialogue GenerationJiwei Li, Will Monroe, Alan Ritter, et al.2016 · 1,479 citations
  95. Understanding Black-box Predictions via Influence FunctionsPang Wei Koh, Percy Liang2017 · 1,478 citations
  96. Improved Statistical Alignment ModelsFranz Josef Och, Hermann Ney2000 · 1,467 citations
  97. The Automatic Content Extraction (ACE) Program – Tasks, Data, and EvaluationGeorge Doddington, Alexis Mitchell, Mark Przybocki, et al.2004 · 1,466 citations
  98. BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and GenerationJunnan Li, Dongxu Li, Caiming Xiong, et al.2022 · 1,463 citations
  99. Discriminative Training and Maximum Entropy Models for Statistical Machine TranslationFranz Josef Och, Hermann Ney2002 · 1,461 citations
  100. Open Information Extraction from the WebMichele Banko, Michael J. Cafarella, Stephen Soderland, et al.2007 · 1,459 citations

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