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🤖 Artificial Intelligence

8,886 papers · page 9 of 90 · 726–825 · 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

1 … 8 9 10 … 90

  1. Analysis Methods in Neural Language Processing: A SurveyYonatan Belinkov, James Glass2019 · 737 citations
  2. Resolving Pronoun ReferencesJerry R. Hobbs1978 · 737 citations
  3. Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context LearningHaokun Liu, Derek Tam, Mohammed Muqeeth, et al.2022 · 736 citations
  4. Common Voice: A Massively-Multilingual Speech CorpusRosana Ardila, Megan Branson, Kelly Davis, et al.2019 · 736 citations
  5. Inducing Multilingual Text Analysis Tools via Robust Projection across Aligned CorporaDavid Yarowsky, Grace Ngai, Richard Wicentowski2001 · 736 citations
  6. A Novel Cascade Binary Tagging Framework for Relational Triple ExtractionZhepei Wei, Jianlin Su, Yue Wang, et al.2020 · 735 citations
  7. Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning StepsXanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, et al.2020 · 735 citations
  8. Overview of BioNLP'09 Shared Task on Event ExtractionJin-Dong Kim, Tomoko Ohta, Sampo Pyysalo, et al.2009 · 735 citations
  9. Dice Loss for Data-imbalanced NLP TasksXiaoya Li, Xiaofei Sun, Yuxian Meng, et al.2020 · 734 citations
  10. Introduction to the Bio-entity Recognition Task at JNLPBANigel Collier, Tomoko Ohta, Yoshimasa Tsuruoka, et al.2004 · 733 citations
  11. What's in a translation rule?Michel Galley, Mark Hopkins, Kevin Knight, et al.2004 · 733 citations
  12. Statistical Decision-Tree Models for ParsingDavid M. Magerman1995 · 733 citations
  13. MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding BenchmarkYubo Wang, Xueguang Ma, Ge Zhang, et al.2024 · 731 citations
  14. WizardLM: Empowering large pre-trained language models to follow complex instructionsCan Xu, Qingfeng Sun, Kai Zheng, et al.2023 · 731 citations
  15. Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment ApproachWenpeng Yin, Jamaal Hay, Dan Roth2019 · 731 citations
  16. IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian LanguagesDivyanshu Kakwani, Anoop Kunchukuttan, Satish Golla, et al.2020 · 730 citations
  17. A Joint Model of Text and Aspect Ratings for Sentiment SummarizationIvan Titov, Ryan McDonald2008 · 729 citations
  18. Online Learning of Approximate Dependency Parsing AlgorithmsRyan McDonald, Fernando Pereira2006 · 729 citations
  19. The CoNLL 2008 Shared Task on Joint Parsing of Syntactic and Semantic DependenciesMihai Surdeanu, Richard Johansson, Adam Meyers, et al.2008 · 728 citations
  20. SoundStream: An End-to-End Neural Audio CodecNeil Zeghidour, Alejandro Luebs, Ahmed Omran, et al.2021 · 727 citations
  21. ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday TasksMohit Shridhar; Jesse Thomason; Daniel Gordon; Yonatan Bisk; Winson Han; Roozbeh Mottaghi; Luke Zettlemoyer;, Dieter Fox2019 · 726 citations
  22. Adversarial Multi-task Learning for Text ClassificationPengfei Liu, Xipeng Qiu, Xuanjing Huang2017 · 725 citations
  23. Explainable Prediction of Medical Codes from Clinical TextJames Mullenbach, Sarah Wiegreffe, Jon Duke, et al.2018 · 719 citations
  24. Mitigating Gender Bias in Natural Language Processing: Literature ReviewTony Sun, Andrew Gaut, Shirlyn Tang, et al.2019 · 718 citations
  25. Learning To Retrieve Prompts for In-Context LearningOhad Rubin, Jonathan Herzig, Jonathan Berant2021 · 717 citations
  26. The Value of Semantic Parse Labeling for Knowledge Base Question AnsweringWen-tau Yih, Matthew Richardson, Chris Meek, et al.2016 · 716 citations
  27. ProgPrompt: Generating Situated Robot Task Plans using Large Language ModelsIshika Singh, Valts Blukis, Arsalan Mousavian, et al.2022 · 713 citations
  28. Capabilities of GPT-4 on Medical Challenge ProblemsHarsha Nori, Nicholas King, Scott Mayer McKinney, et al.2023 · 711 citations
  29. Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step QuestionsHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot, et al.2022 · 711 citations
  30. A Multiscale Visualization of Attention in the Transformer ModelJesse Vig2019 · 711 citations
  31. Scalable Modified Kneser-Ney Language Model EstimationKenneth Heafield, Ivan Pouzyrevsky, Jonathan H. Clark, et al.2013 · 711 citations
  32. SGLang: Efficient Execution of Structured Language Model ProgramsLianmin Zheng, Liangsheng Yin, Zhiqiang Xie, et al.2023 · 710 citations
  33. Generating Radiology Reports via Memory-driven TransformerZhihong Chen, Yan Song, Tsung-Hui Chang, et al.2020 · 710 citations
  34. WIT3: Web Inventory of Transcribed and Translated TalksMauro Cettolo, Christian Girardi, Marcello Federico2012 · 710 citations
  35. Fact or Fiction: Verifying Scientific ClaimsDavid Wadden, Shanchuan Lin, Kyle Lo, et al.2020 · 706 citations
  36. Large Language Models in Machine TranslationThorsten Brants, Ashok C. Popat, Peng Xu, et al.2007 · 706 citations
  37. Transfer Learning in Natural Language ProcessingSebastian Ruder, Matthew E. Peters, Swabha Swayamdipta, et al.2019 · 704 citations
  38. The stages of event extractionDavid Ahn2006 · 704 citations
  39. The Web as a Parallel CorpusPhilip Resnik, Noah A. Smith2003 · 703 citations
  40. Style Transfer in Text: Exploration and EvaluationZhenxin Fu, Xiaoye Tan, Nanyun Peng, et al.2017 · 702 citations
  41. Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model QualityJey Han Lau, David Newman, Timothy Baldwin2014 · 702 citations
  42. Data-Driven Response Generation in Social MediaAlan Ritter, Colin Cherry, William B. Dolan2011 · 701 citations
  43. Factored Translation ModelsPhilipp Koehn, Hieu Hoang2007 · 699 citations
  44. Entity-Based Cross-Document Coreferencing Using the Vector Space ModelAmit Bagga, Breck Baldwin1998 · 699 citations
  45. Modeling Relation Paths for Representation Learning of Knowledge BasesYankai Lin, Zhiyuan Liu, Huanbo Luan, et al.2015 · 698 citations
  46. Understanding Abuse: A Typology of Abusive Language Detection SubtasksZeerak Waseem, Thomas Davidson, Dana Warmsley, et al.2017 · 697 citations
  47. Effective LSTMs for Target-Dependent Sentiment ClassificationDuyu Tang, Bing Qin, Xiaocheng Feng, et al.2016 · 697 citations
  48. Neural Text Generation from Structured Data with Application to the Biography DomainRemi Lebret, David Grangier, Michael Auli2016 · 697 citations
  49. The Goldilocks Principle: Reading Children's Books with Explicit Memory RepresentationsFelix Hill, Antoine Bordes, Sumit Chopra, et al.2015 · 697 citations
  50. langid.py: An Off-the-shelf Language Identification ToolMarco Lui, Timothy Baldwin2012 · 696 citations
  51. Crosslingual Generalization through Multitask FinetuningNiklas Muennighoff, Thomas Wang, Lintang Sutawika, et al.2022 · 695 citations
  52. WebGPT: Browser-assisted question-answering with human feedbackReiichiro Nakano, Jacob Hilton, Suchir Balaji, et al.2021 · 695 citations
  53. Advances in domain independent linear text segmentationFreddy Y. Y. Choi2000 · 694 citations
  54. Explain Yourself! Leveraging Language Models for Commonsense ReasoningNazneen Fatema Rajani, Bryan McCann, Caiming Xiong, et al.2019 · 693 citations
  55. GLTR: Statistical Detection and Visualization of Generated TextSebastian Gehrmann, Hendrik Strobelt, Alexander M. Rush2019 · 693 citations
  56. CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model SocietyGuohao Li, Hasan Abed Al Kader Hammoud, Hani Itani, et al.2023 · 692 citations
  57. SPECTER: Document-level Representation Learning using Citation-informed TransformersArman Cohan, Sergey Feldman, Iz Beltagy, et al.2020 · 692 citations
  58. TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse LanguagesJonathan H. Clark, Eunsol Choi, Michael Collins, et al.2020 · 692 citations
  59. Extracting Paraphrases from a Parallel CorpusRegina Barzilay, Kathleen R. McKeown2001 · 692 citations
  60. A Thorough Examination of the CNN/Daily Mail Reading Comprehension TaskDanqi Chen, Jason Bolton, Christopher D. Manning2016 · 691 citations
  61. Automatic Chain of Thought Prompting in Large Language ModelsZhuosheng Zhang, Aston Zhang, Mu Li, et al.2022 · 690 citations
  62. TaBERT: Pretraining for Joint Understanding of Textual and Tabular DataPengcheng Yin, Graham Neubig, Wen-tau Yih, et al.2020 · 690 citations
  63. DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationYizhe Zhang, Siqi Sun, Michel Galley, et al.2019 · 690 citations
  64. Findings of the 2017 Conference on Machine Translation (WMT17)Ondřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2017 · 689 citations
  65. ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All ToolsTeam GLM, Aohan Zeng, Bin Xu, et al.2024 · 688 citations
  66. Why We Need New Evaluation Metrics for NLGJekaterina Novikova, Ondřej Dušek, Amanda Cercas Curry, et al.2017 · 688 citations
  67. Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model SizesCheng-Yu Hsieh, Chun-Liang Li, Chih-kuan Yeh, et al.2023 · 685 citations
  68. ELI5: Long Form Question AnsweringAngela Fan, Yacine Jernite, Ethan Perez, et al.2019 · 685 citations
  69. Learning bilingual word embeddings with (almost) no bilingual dataMikel Artetxe, Gorka Labaka, Eneko Agirre2017 · 685 citations
  70. Bilingual Word Embeddings for Phrase-Based Machine TranslationWill Y. Zou, Richard Socher, Daniel Cer, et al.2013 · 685 citations
  71. Cross-lingual Knowledge Graph Alignment via Graph Convolutional NetworksZhichun Wang, Qingsong Lv, Xiaohan Lan, et al.2018 · 684 citations
  72. A Class of Submodular Functions for Document SummarizationHui Lin, Jeff Bilmes2011 · 684 citations
  73. Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalLee Xiong, Chenyan Xiong, Ye Li, et al.2020 · 683 citations
  74. Semantic Parsing via ParaphrasingJonathan Berant, Percy Liang2014 · 682 citations
  75. Joint Event Extraction via Structured Prediction with Global FeaturesQi Li, Heng Ji, Liang Huang2013 · 682 citations
  76. Espresso: Leveraging Generic Patterns for Automatically Harvesting Semantic RelationsPatrick Pantel, Marco Pennacchiotti2006 · 680 citations
  77. Globally Normalized Transition-Based Neural NetworksDaniel Andor, Chris Alberti, David Weiss, et al.2016 · 679 citations
  78. Large Language Models Are Human-Level Prompt EngineersYongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, et al.2022 · 678 citations
  79. ScispaCy: Fast and Robust Models for Biomedical Natural Language ProcessingMark Neumann, Daniel King, Iz Beltagy, et al.2019 · 677 citations
  80. Improved Alignment Models for Statistical Machine TranslationFranz Josef Och, Christoph Tillmann, Hermann Ney1999 · 677 citations
  81. Learning multiple visual domains with residual adaptersSylvestre-Alvise Rebuffi, Hakan Bilen, Andrea Vedaldi2017 · 674 citations
  82. Evaluation methods for unsupervised word embeddingsTobias Schnabel, Igor Labutov, David Mimno, et al.2015 · 674 citations
  83. context2vec: Learning Generic Context Embedding with Bidirectional LSTMOren Melamud, Jacob Goldberger, Ido Dagan2016 · 672 citations
  84. Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsApoorv Saxena, Aditay Tripathi, Partha Talukdar2020 · 671 citations
  85. Mask-Predict: Parallel Decoding of Conditional Masked Language ModelsMarjan Ghazvininejad, Omer Levy, Yinhan Liu, et al.2019 · 671 citations
  86. Well-Read Students Learn Better: On the Importance of Pre-training Compact ModelsIulia Turc, Ming-Wei Chang, Kenton Lee, et al.2019 · 671 citations
  87. Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple SentencesDaniel Khashabi, Snigdha Chaturvedi, Michael Roth, et al.2018 · 671 citations
  88. Passage Re-ranking with BERTRodrigo Nogueira, Kyunghyun Cho2019 · 670 citations
  89. MaltParser: A Data-Driven Parser-Generator for Dependency ParsingJoakim Nivre, Johan Hall, Jens Nilsson2006 · 669 citations
  90. The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural NetworksNicholas Carlini, Chang Liu, Ulfar Erlingsson, et al.2018 · 668 citations
  91. Cross-lingual Name Tagging and Linking for 282 LanguagesXiaoman Pan, Boliang Zhang, Jonathan May, et al.2017 · 668 citations
  92. A Joint Many-Task Model: Growing a Neural Network for Multiple NLP TasksKazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, et al.2016 · 668 citations
  93. Fast and Robust Neural Network Joint Models for Statistical Machine TranslationJacob Devlin, Rabih Zbib, Zhongqiang Huang, et al.2014 · 668 citations
  94. Noun Classification From Predicate-Argument StructuresDonald Hindle1990 · 668 citations
  95. Benchmarking Large Language Models for News SummarizationTianyi Zhang, Faisal Ladhak, Esin Durmus, et al.2024 · 666 citations
  96. Red Teaming Language Models with Language ModelsEthan Perez, Saffron Huang, Francis Song, et al.2022 · 666 citations
  97. BAE: BERT-based Adversarial Examples for Text ClassificationSiddhant Garg, Goutham Ramakrishnan2020 · 665 citations
  98. K-Adapter: Infusing Knowledge into Pre-Trained Models with AdaptersRuize Wang, Duyu Tang, Nan Duan, et al.2020 · 665 citations
  99. KILT: a Benchmark for Knowledge Intensive Language TasksFabio Petroni, Aleksandra Piktus, Angela Fan, et al.2020 · 665 citations
  100. Efficient Content-Based Sparse Attention with Routing TransformersAurko Roy, Mohammad Saffar, Ashish Vaswani, et al.2020 · 664 citations

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