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🎭 Arts and Humanities

7,418 papers · page 7 of 75 · 526–625 · the most cited first · all shelves

Languages and linguistics, history, philosophy, literature, religion, music and the arts.

 Papers

1 … 6 7 8 … 75

  1. XLS-R: Self-supervised Cross-lingual Speech Representation Learning at ScaleArun Babu, Changhan Wang, Andros Tjandra, et al.2021 · 799 citations
  2. Learning Deep Transformer Models for Machine TranslationQiang Wang, Bei Li, Tong Xiao, et al.2019 · 798 citations
  3. Achieving Human Parity on Automatic Chinese to English News TranslationHany Hassan, Anthony Aue, Chang Chen, et al.2018 · 794 citations
  4. Named Entity Recognition using an HMM-based Chunk TaggerGuoDong Zhou, Jian Su2002 · 794 citations
  5. TuckER: Tensor Factorization for Knowledge Graph CompletionIvana Balažević, Carl Allen, Timothy M. Hospedales2019 · 792 citations
  6. Calibrate Before Use: Improving Few-Shot Performance of Language ModelsTony Z. Zhao, Eric Wallace, Shi Feng, et al.2021 · 791 citations
  7. Multi-Task Learning for Multiple Language TranslationDaxiang Dong, Hua Wu, Wei He, et al.2015 · 791 citations
  8. Linguistic Regularities in Sparse and Explicit Word RepresentationsOmer Levy, Yoav Goldberg2014 · 790 citations
  9. Revisiting Pre-Trained Models for Chinese Natural Language ProcessingYiming Cui, Wanxiang Che, Ting Liu, et al.2020 · 788 citations
  10. ClinicalBERT: Modeling Clinical Notes and Predicting Hospital ReadmissionKexin Huang, Jaan Altosaar, Rajesh Ranganath2019 · 788 citations
  11. NRC-Canada-2014: Detecting Aspects and Sentiment in Customer ReviewsSvetlana Kiritchenko, Xiaodan Zhu, Colin Cherry, et al.2014 · 788 citations
  12. From TreeBank to PropBankPaul Kingsbury, Martha Palmer2002 · 787 citations
  13. Semi-supervised sequence tagging with bidirectional language modelsMatthew E. Peters, Waleed Ammar, Chandra Bhagavatula, et al.2017 · 786 citations
  14. Explainability for Large Language Models: A SurveyHaiyan Zhao, Hanjie Chen, Fan Yang, et al.2023 · 785 citations
  15. Scaling to Very Very Large Corpora for Natural Language DisambiguationMichele Banko, Eric Brill2001 · 785 citations
  16. SemEval-2014 Task 10: Multilingual Semantic Textual SimilarityEneko Agirre, Carmen Banea, Claire Cardie, et al.2014 · 783 citations
  17. Reasoning about Entailment with Neural AttentionTim Rocktaschel, Edward Grefenstette, Karl Moritz Hermann, et al.2015 · 782 citations
  18. Word-Sense Disambiguation Using Statistical Models of Roget's Categories Trained on Large CorporaDavid Yarowsky1992 · 782 citations
  19. Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesMax Grusky, Mor Naaman, Yoav Artzi2018 · 778 citations
  20. Supervised Learning of Universal Sentence Representations from Natural Language Inference DataAlexis Conneau, Douwe Kiela, Holger Schwenk, et al.2017 · 777 citations
  21. Can Large Language Models Transform Computational Social Science?Caleb Ziems, William Held, Omar Shaikh, et al.2023 · 776 citations
  22. Towards Reasoning in Large Language Models: A SurveyJie Huang, Kevin Chen-Chuan Chang2023 · 775 citations
  23. GLM-130B: An Open Bilingual Pre-trained ModelAohan Zeng, Xiao Liu, Zhengxiao Du, et al.2022 · 775 citations
  24. Relational Graph Attention Network for Aspect-based Sentiment AnalysisKai Wang, Weizhou Shen, Yunyi Yang, et al.2020 · 775 citations
  25. Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingAnkit Kumar, Ozan Irsoy, Peter Ondruska, et al.2015 · 775 citations
  26. Summarizing Scientific Articles: Experiments with Relevance and Rhetorical StatusSimone Teufel, Marc Moens2002 · 775 citations
  27. LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingYupan Huang, Tengchao Lv, Lei Cui, et al.2022 · 774 citations
  28. Reformer: The Efficient TransformerNikita Kitaev, Łukasz Kaiser, Anselm Levskaya2020 · 774 citations
  29. Domain Adaptation via Pseudo In-Domain Data SelectionAmittai Axelrod, Xiaodong He, Jianfeng Gao2011 · 773 citations
  30. A Syntactic Neural Model for General-Purpose Code GenerationPengcheng Yin, Graham Neubig2017 · 772 citations
  31. Classifying Relations via Long Short Term Memory Networks along Shortest Dependency PathsYan Xu, Lili Mou, Ge Li, et al.2015 · 769 citations
  32. UniXcoder: Unified Cross-Modal Pre-training for Code RepresentationDaya Guo, Shuai Lu, Nan Duan, et al.2022 · 768 citations
  33. Part-of-Speech Tagging for Twitter: Annotation, Features, and ExperimentsKevin Gimpel, Nathan Schneider, Brendan O'Connor, et al.2011 · 767 citations
  34. Non-Autoregressive Neural Machine TranslationJiatao Gu, James Bradbury, Caiming Xiong, et al.2017 · 765 citations
  35. On Measuring Social Biases in Sentence EncodersChandler May, Alex Wang, Shikha Bordia, et al.2019 · 761 citations
  36. Colorless Green Recurrent Networks Dream HierarchicallyKristina Gulordava, Piotr Bojanowski, Edouard Grave, et al.2018 · 759 citations
  37. Constituency Parsing with a Self-Attentive EncoderNikita Kitaev, Dan Klein2018 · 759 citations
  38. SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on InterpretabilityEneko Agirre, Carmen Banea, Claire Cardie, et al.2015 · 758 citations
  39. Learning Distributed Representations of Sentences from Unlabelled DataFelix Hill, Kyunghyun Cho, Anna Korhonen2016 · 756 citations
  40. A Comparison of Algorithms for Maximum Entropy Parameter EstimationRobert Malouf2002 · 752 citations
  41. The Woman Worked as a Babysitter: On Biases in Language GenerationEmily Sheng, Kai-Wei Chang, Premkumar Natarajan, et al.2019 · 751 citations
  42. EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification TasksJason Wei, Kai Zou2019 · 750 citations
  43. chrF++: words helping character n-gramsMaja Popović2017 · 749 citations
  44. An Improved Non-monotonic Transition System for Dependency ParsingMatthew Honnibal, Mark Johnson2015 · 749 citations
  45. Universal Dependency Annotation for Multilingual ParsingRyan McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, et al.2013 · 749 citations
  46. A Practical Part-of-Speech TaggerDoug Cutting, Julian Kupiec, Jan Pedersen, et al.1992 · 749 citations
  47. AdapterHub: A Framework for Adapting TransformersJonas Pfeiffer, Andreas Rücklé, Clifton Poth, et al.2020 · 747 citations
  48. Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Alon Jacovi, Yoav Goldberg2020 · 747 citations
  49. Findings of the 2018 Conference on Machine Translation (WMT18)Ondřej Bojar, Christian Federmann, Mark Fishel, et al.2018 · 747 citations
  50. Unified Pre-training for Program Understanding and GenerationWasi Ahmad, Saikat Chakraborty, Baishakhi Ray, et al.2021 · 746 citations
  51. ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningAhmed Masry, Do Xuan Long, Jia Qing Tan, et al.2022 · 744 citations
  52. An Efficient Algorithm for Projective Dependency ParsingJoakim Nivre2003 · 744 citations
  53. STaR: Bootstrapping Reasoning With ReasoningEric Zelikman, Yuhuai Wu, Jesse Mu, et al.2022 · 743 citations
  54. Integrating Multimodal Information in Large Pretrained TransformersWasifur Rahman, Md Kamrul Hasan, Sangwu Lee, et al.2020 · 742 citations
  55. Introduction to the Special Issue on Word Sense Disambiguation: The State of the ArtNancy Ide, Jean Véronis1998 · 740 citations
  56. SentEval: An Evaluation Toolkit for Universal Sentence RepresentationsAlexis Conneau, Douwe Kiela2018 · 739 citations
  57. Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical ModelAlexander Fabbri, Irene Li, Tianwei She, et al.2019 · 738 citations
  58. HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging FaceYongliang Shen, Kaitao Song, Xu Tan, et al.2023 · 737 citations
  59. Revealing the Dark Secrets of BERTOlga Kovaleva, Alexey Romanov, Anna Rogers, et al.2019 · 737 citations
  60. Resolving Pronoun ReferencesJerry R. Hobbs1978 · 736 citations
  61. Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context LearningHaokun Liu, Derek Tam, Mohammed Muqeeth, et al.2022 · 735 citations
  62. Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning StepsXanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, et al.2020 · 735 citations
  63. Analysis Methods in Neural Language Processing: A SurveyYonatan Belinkov, James Glass2019 · 735 citations
  64. MLQA: Evaluating Cross-lingual Extractive Question AnsweringPatrick Lewis, Barlas Oğuz, Ruty Rinott, et al.2019 · 735 citations
  65. Overview of BioNLP'09 Shared Task on Event ExtractionJin-Dong Kim, Tomoko Ohta, Sampo Pyysalo, et al.2009 · 735 citations
  66. Dice Loss for Data-imbalanced NLP TasksXiaoya Li, Xiaofei Sun, Yuxian Meng, et al.2020 · 734 citations
  67. Inducing Multilingual Text Analysis Tools via Robust Projection across Aligned CorporaDavid Yarowsky, Grace Ngai, Richard Wicentowski2001 · 734 citations
  68. Common Voice: A Massively-Multilingual Speech CorpusRosana Ardila, Megan Branson, Kelly Davis, et al.2019 · 733 citations
  69. A Novel Cascade Binary Tagging Framework for Relational Triple ExtractionZhepei Wei, Jianlin Su, Yue Wang, et al.2020 · 732 citations
  70. What's in a translation rule?Michel Galley, Mark Hopkins, Kevin Knight, et al.2004 · 732 citations
  71. Statistical Decision-Tree Models for ParsingDavid M. Magerman1995 · 732 citations
  72. MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding BenchmarkYubo Wang, Xueguang Ma, Ge Zhang, et al.2024 · 731 citations
  73. Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment ApproachWenpeng Yin, Jamaal Hay, Dan Roth2019 · 731 citations
  74. Introduction to the Bio-entity Recognition Task at JNLPBANigel Collier, Tomoko Ohta, Yoshimasa Tsuruoka, et al.2004 · 731 citations
  75. IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian LanguagesDivyanshu Kakwani, Anoop Kunchukuttan, Satish Golla, et al.2020 · 730 citations
  76. WizardLM: Empowering large pre-trained language models to follow complex instructionsCan Xu, Qingfeng Sun, Kai Zheng, et al.2023 · 729 citations
  77. A Joint Model of Text and Aspect Ratings for Sentiment SummarizationIvan Titov, Ryan McDonald2008 · 729 citations
  78. Online Learning of Approximate Dependency Parsing AlgorithmsRyan McDonald, Fernando Pereira2006 · 729 citations
  79. The CoNLL 2008 Shared Task on Joint Parsing of Syntactic and Semantic DependenciesMihai Surdeanu, Richard Johansson, Adam Meyers, et al.2008 · 728 citations
  80. SoundStream: An End-to-End Neural Audio CodecNeil Zeghidour, Alejandro Luebs, Ahmed Omran, et al.2021 · 727 citations
  81. Adversarial Multi-task Learning for Text ClassificationPengfei Liu, Xipeng Qiu, Xuanjing Huang2017 · 723 citations
  82. Learning To Retrieve Prompts for In-Context LearningOhad Rubin, Jonathan Herzig, Jonathan Berant2021 · 717 citations
  83. Mitigating Gender Bias in Natural Language Processing: Literature ReviewTony Sun, Andrew Gaut, Shirlyn Tang, et al.2019 · 716 citations
  84. Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step QuestionsHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot, et al.2022 · 711 citations
  85. SGLang: Efficient Execution of Structured Language Model ProgramsLianmin Zheng, Liangsheng Yin, Zhiqiang Xie, et al.2023 · 710 citations
  86. Scalable Modified Kneser-Ney Language Model EstimationKenneth Heafield, Ivan Pouzyrevsky, Jonathan H. Clark, et al.2013 · 709 citations
  87. A Multiscale Visualization of Attention in the Transformer ModelJesse Vig2019 · 708 citations
  88. Fact or Fiction: Verifying Scientific ClaimsDavid Wadden, Shanchuan Lin, Kyle Lo, et al.2020 · 706 citations
  89. WIT3: Web Inventory of Transcribed and Translated TalksMauro Cettolo, Christian Girardi, Marcello Federico2012 · 706 citations
  90. The stages of event extractionDavid Ahn2006 · 704 citations
  91. The Web as a Parallel CorpusPhilip Resnik, Noah A. Smith2003 · 703 citations
  92. Style Transfer in Text: Exploration and EvaluationZhenxin Fu, Xiaoye Tan, Nanyun Peng, et al.2017 · 701 citations
  93. Large Language Models in Machine TranslationThorsten Brants, Ashok C. Popat, Peng Xu, et al.2007 · 701 citations
  94. Capabilities of GPT-4 on Medical Challenge ProblemsHarsha Nori, Nicholas King, Scott Mayer McKinney, et al.2023 · 700 citations
  95. Transfer Learning in Natural Language ProcessingSebastian Ruder, Matthew E. Peters, Swabha Swayamdipta, et al.2019 · 700 citations
  96. Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model QualityJey Han Lau, David Newman, Timothy Baldwin2014 · 699 citations
  97. Factored Translation ModelsPhilipp Koehn, Hieu Hoang2007 · 699 citations
  98. Entity-Based Cross-Document Coreferencing Using the Vector Space ModelAmit Bagga, Breck Baldwin1998 · 699 citations
  99. Neural Text Generation from Structured Data with Application to the Biography DomainRemi Lebret, David Grangier, Michael Auli2016 · 696 citations
  100. Modeling Relation Paths for Representation Learning of Knowledge BasesYankai Lin, Zhiyuan Liu, Huanbo Luan, et al.2015 · 695 citations

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