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🤖 Artificial Intelligence

8,886 papers · page 8 of 90 · 626–725 · 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. Kernel Methods for Relation ExtractionDmitry Zelenko, Chinatsu Aone, Anthony Richardella2002 · 831 citations
  2. MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover DistanceWei Zhao, Maxime Peyrard, Fei Liu, et al.2019 · 829 citations
  3. Gated Self-Matching Networks for Reading Comprehension and Question AnsweringWenhui Wang, Nan Yang, Furu Wei, et al.2017 · 827 citations
  4. ImageNet Large Scale Visual Recognition ChallengeOlga Russakovsky, Jia Deng, Hao Su, et al.2014 · 826 citations
  5. Multi-Way, Multilingual Neural Machine Translation with a Shared Attention MechanismOrhan Firat, Kyunghyun Cho, Yoshua Bengio2016 · 825 citations
  6. Automatic Evaluation of Topic CoherenceDavid Newman, Jey Han Lau, Karl Grieser, et al.2010 · 825 citations
  7. Extended Gloss Overlaps as a Measure of Semantic RelatednessSatanjeev Banerjee, Ted Pedersen2003 · 825 citations
  8. Unsupervised Dense Information Retrieval with Contrastive LearningGautier Izacard, Mathilde Caron, Lucas Hosseini, et al.2021 · 824 citations
  9. SemEval-2016 Task 1: Semantic Textual Similarity, Monolingual and Cross-Lingual EvaluationEneko Agirre, Carmen Banea, Daniel Cer, et al.2016 · 824 citations
  10. Recognizing Contextual Polarity: An Exploration of Features for Phrase-Level Sentiment AnalysisTheresa Wilson, Janyce Wiebe, Paul Hoffmann2009 · 824 citations
  11. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?Chengwei Qin, Aston Zhang, Zhuosheng Zhang, et al.2023 · 823 citations
  12. Addressing the Rare Word Problem in Neural Machine TranslationThang Luong, Ilya Sutskever, Quoc Le, et al.2015 · 823 citations
  13. Quantifying Mental Health Signals in TwitterGlen Coppersmith, Mark Dredze, Craig Harman2014 · 823 citations
  14. Fast Abstractive Summarization with Reinforce-Selected Sentence RewritingYen-Chun Chen, Mohit Bansal2018 · 822 citations
  15. Improving Vector Space Word Representations Using Multilingual CorrelationManaal Faruqui, Chris Dyer2014 · 822 citations
  16. Paraphrasing with Bilingual Parallel CorporaColin Bannard, Chris Callison-Burch2005 · 822 citations
  17. GPT-NeoX-20B: An Open-Source Autoregressive Language ModelSidney Black, Stella Biderman, Eric Hallahan, et al.2022 · 821 citations
  18. ERASER: A Benchmark to Evaluate Rationalized NLP ModelsJay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, et al.2020 · 821 citations
  19. Entity, Relation, and Event Extraction with Contextualized Span RepresentationsDavid Wadden, Ulme Wennberg, Yi Luan, et al.2019 · 821 citations
  20. DocVQA: A Dataset for VQA on Document ImagesMinesh Mathew, Dimosthenis Karatzas, C.V. Jawahar2020 · 820 citations
  21. Scaling Neural Machine TranslationMyle Ott, Sergey Edunov, David Grangier, et al.2018 · 819 citations
  22. A New Dataset and Method for Automatically Grading ESOL TextsHelen Yannakoudakis, Ted Briscoe, Ben Medlock2011 · 815 citations
  23. The Web as a Knowledge-Base for Answering Complex QuestionsAlon Talmor, Jonathan Berant2018 · 814 citations
  24. Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and BeyondJingfeng Yang, Hongye Jin, Ruixiang Tang, et al.2023 · 811 citations
  25. Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipeMilan Straka, Jana Straková2017 · 811 citations
  26. A Stylometric Inquiry into Hyperpartisan and Fake NewsMartin Potthast, Johannes Kiesel, Kevin Reinartz, et al.2018 · 810 citations
  27. Finding Deceptive Opinion Spam by Any Stretch of the ImaginationMyle Ott, Yejin Choi, Claire Cardie, et al.2011 · 810 citations
  28. Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional NetworksChen Zhang, Qiuchi Li, Dawei Song2019 · 808 citations
  29. BARTScore: Evaluating Generated Text as Text GenerationWeizhe Yuan, Graham Neubig, Pengfei Liu2021 · 807 citations
  30. Contextual Augmentation: Data Augmentation by Words with Paradigmatic RelationsSosuke Kobayashi2018 · 807 citations
  31. Learning Deep Transformer Models for Machine TranslationQiang Wang, Bei Li, Tong Xiao, et al.2019 · 802 citations
  32. XLS-R: Self-supervised Cross-lingual Speech Representation Learning at ScaleArun Babu, Changhan Wang, Andros Tjandra, et al.2021 · 801 citations
  33. Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English WordsSaif Mohammad2018 · 800 citations
  34. ClinicalBERT: Modeling Clinical Notes and Predicting Hospital ReadmissionKexin Huang, Jaan Altosaar, Rajesh Ranganath2019 · 798 citations
  35. Achieving Human Parity on Automatic Chinese to English News TranslationHany Hassan, Anthony Aue, Chang Chen, et al.2018 · 797 citations
  36. Linguistic Regularities in Sparse and Explicit Word RepresentationsOmer Levy, Yoav Goldberg2014 · 796 citations
  37. Named Entity Recognition using an HMM-based Chunk TaggerGuoDong Zhou, Jian Su2002 · 796 citations
  38. Calibrate Before Use: Improving Few-Shot Performance of Language ModelsTony Z. Zhao, Eric Wallace, Shi Feng, et al.2021 · 794 citations
  39. TuckER: Tensor Factorization for Knowledge Graph CompletionIvana Balažević, Carl Allen, Timothy M. Hospedales2019 · 794 citations
  40. Multi-Task Learning for Multiple Language TranslationDaxiang Dong, Hua Wu, Wei He, et al.2015 · 794 citations
  41. Reasoning about Entailment with Neural AttentionTim Rocktaschel, Edward Grefenstette, Karl Moritz Hermann, et al.2015 · 791 citations
  42. Semi-supervised sequence tagging with bidirectional language modelsMatthew E. Peters, Waleed Ammar, Chandra Bhagavatula, et al.2017 · 790 citations
  43. Reformer: The Efficient TransformerNikita Kitaev, Łukasz Kaiser, Anselm Levskaya2020 · 789 citations
  44. Revisiting Pre-Trained Models for Chinese Natural Language ProcessingYiming Cui, Wanxiang Che, Ting Liu, et al.2020 · 789 citations
  45. NRC-Canada-2014: Detecting Aspects and Sentiment in Customer ReviewsSvetlana Kiritchenko, Xiaodan Zhu, Colin Cherry, et al.2014 · 789 citations
  46. SemEval-2014 Task 10: Multilingual Semantic Textual SimilarityEneko Agirre, Carmen Banea, Claire Cardie, et al.2014 · 789 citations
  47. Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingAnkit Kumar, Ozan Irsoy, Peter Ondruska, et al.2015 · 787 citations
  48. From TreeBank to PropBankPaul Kingsbury, Martha Palmer2002 · 787 citations
  49. Scaling to Very Very Large Corpora for Natural Language DisambiguationMichele Banko, Eric Brill2001 · 786 citations
  50. Explainability for Large Language Models: A SurveyHaiyan Zhao, Hanjie Chen, Fan Yang, et al.2023 · 785 citations
  51. Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesMax Grusky, Mor Naaman, Yoav Artzi2018 · 785 citations
  52. Supervised Learning of Universal Sentence Representations from Natural Language Inference DataAlexis Conneau, Douwe Kiela, Holger Schwenk, et al.2017 · 784 citations
  53. Word-Sense Disambiguation Using Statistical Models of Roget's Categories Trained on Large CorporaDavid Yarowsky1992 · 783 citations
  54. GLM-130B: An Open Bilingual Pre-trained ModelAohan Zeng, Xiao Liu, Zhengxiao Du, et al.2022 · 779 citations
  55. Enhanced Sentiment Learning Using Twitter Hashtags and SmileysDmitry Davidov, Oren Tsur, Ari Rappoport2010 · 779 citations
  56. Towards Reasoning in Large Language Models: A SurveyJie Huang, Kevin Chen-Chuan Chang2023 · 778 citations
  57. Can Large Language Models Transform Computational Social Science?Caleb Ziems, William Held, Omar Shaikh, et al.2023 · 777 citations
  58. Relational Graph Attention Network for Aspect-based Sentiment AnalysisKai Wang, Weizhou Shen, Yunyi Yang, et al.2020 · 776 citations
  59. Summarizing Scientific Articles: Experiments with Relevance and Rhetorical StatusSimone Teufel, Marc Moens2002 · 776 citations
  60. LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingYupan Huang, Tengchao Lv, Lei Cui, et al.2022 · 774 citations
  61. A Syntactic Neural Model for General-Purpose Code GenerationPengcheng Yin, Graham Neubig2017 · 774 citations
  62. Classifying Relations via Long Short Term Memory Networks along Shortest Dependency PathsYan Xu, Lili Mou, Ge Li, et al.2015 · 774 citations
  63. Domain Adaptation via Pseudo In-Domain Data SelectionAmittai Axelrod, Xiaodong He, Jianfeng Gao2011 · 774 citations
  64. Universal Dependencies v2: An Evergrowing Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter2020 · 772 citations
  65. Non-Autoregressive Neural Machine TranslationJiatao Gu, James Bradbury, Caiming Xiong, et al.2017 · 771 citations
  66. Part-of-Speech Tagging for Twitter: Annotation, Features, and ExperimentsKevin Gimpel, Nathan Schneider, Brendan O'Connor, et al.2011 · 769 citations
  67. UniXcoder: Unified Cross-Modal Pre-training for Code RepresentationDaya Guo, Shuai Lu, Nan Duan, et al.2022 · 768 citations
  68. ViLT: Vision-and-Language Transformer Without Convolution or Region SupervisionWonjae Kim, Bokyung Son, Ildoo Kim2021 · 768 citations
  69. Are You a Racist or Am I Seeing Things? Annotator Influence on Hate Speech Detection on TwitterZeerak Waseem2016 · 767 citations
  70. SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on InterpretabilityEneko Agirre, Carmen Banea, Claire Cardie, et al.2015 · 763 citations
  71. Constituency Parsing with a Self-Attentive EncoderNikita Kitaev, Dan Klein2018 · 762 citations
  72. On Measuring Social Biases in Sentence EncodersChandler May, Alex Wang, Shikha Bordia, et al.2019 · 761 citations
  73. Colorless Green Recurrent Networks Dream HierarchicallyKristina Gulordava, Piotr Bojanowski, Edouard Grave, et al.2018 · 760 citations
  74. Learning Distributed Representations of Sentences from Unlabelled DataFelix Hill, Kyunghyun Cho, Anna Korhonen2016 · 756 citations
  75. EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification TasksJason Wei, Kai Zou2019 · 755 citations
  76. Sarcasm as Contrast between a Positive Sentiment and Negative SituationEllen Riloff, Ashequl Qadir, Prafulla Surve, et al.2013 · 754 citations
  77. The Woman Worked as a Babysitter: On Biases in Language GenerationEmily Sheng, Kai-Wei Chang, Premkumar Natarajan, et al.2019 · 753 citations
  78. A Comparison of Algorithms for Maximum Entropy Parameter EstimationRobert Malouf2002 · 753 citations
  79. Reproducible scaling laws for contrastive language-image learningMehdi Cherti, Romain Beaumont, Ross Wightman, et al.2022 · 751 citations
  80. An Improved Non-monotonic Transition System for Dependency ParsingMatthew Honnibal, Mark Johnson2015 · 751 citations
  81. Findings of the 2018 Conference on Machine Translation (WMT18)Ondřej Bojar, Christian Federmann, Mark Fishel, et al.2018 · 750 citations
  82. chrF++: words helping character n-gramsMaja Popović2017 · 750 citations
  83. Universal Dependency Annotation for Multilingual ParsingRyan McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, et al.2013 · 749 citations
  84. A Practical Part-of-Speech TaggerDoug Cutting, Julian Kupiec, Jan Pedersen, et al.1992 · 749 citations
  85. Unified Pre-training for Program Understanding and GenerationWasi Ahmad, Saikat Chakraborty, Baishakhi Ray, et al.2021 · 748 citations
  86. AdapterHub: A Framework for Adapting TransformersJonas Pfeiffer, Andreas Rücklé, Clifton Poth, et al.2020 · 748 citations
  87. Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Alon Jacovi, Yoav Goldberg2020 · 748 citations
  88. Effects of Adjective Orientation and Gradability on Sentence SubjectivityVasileios Hatzivassiloglou, Janyce M. Wiebe2000 · 746 citations
  89. ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningAhmed Masry, Do Xuan Long, Jia Qing Tan, et al.2022 · 745 citations
  90. Revealing the Dark Secrets of BERTOlga Kovaleva, Alexey Romanov, Anna Rogers, et al.2019 · 745 citations
  91. An Efficient Algorithm for Projective Dependency ParsingJoakim Nivre2003 · 745 citations
  92. STaR: Bootstrapping Reasoning With ReasoningEric Zelikman, Yuhuai Wu, Jesse Mu, et al.2022 · 743 citations
  93. Integrating Multimodal Information in Large Pretrained TransformersWasifur Rahman, Md Kamrul Hasan, Sangwu Lee, et al.2020 · 743 citations
  94. Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical ModelAlexander Fabbri, Irene Li, Tianwei She, et al.2019 · 743 citations
  95. SentEval: An Evaluation Toolkit for Universal Sentence RepresentationsAlexis Conneau, Douwe Kiela2018 · 743 citations
  96. Identifying Sarcasm in Twitter: A Closer LookRoberto González-Ibáñez, Smaranda Muresan, Nina Wacholder2011 · 743 citations
  97. SemEval-2014 Task 9: Sentiment Analysis in TwitterSara Rosenthal, Alan Ritter, Preslav Nakov, et al.2014 · 741 citations
  98. Introduction to the Special Issue on Word Sense Disambiguation: The State of the ArtNancy Ide, Jean Véronis1998 · 741 citations
  99. HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging FaceYongliang Shen, Kaitao Song, Xu Tan, et al.2023 · 740 citations
  100. MLQA: Evaluating Cross-lingual Extractive Question AnsweringPatrick Lewis, Barlas Oğuz, Ruty Rinott, et al.2019 · 738 citations

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