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🤖 Artificial Intelligence

8,886 papers · page 20 of 90 · 1826–1925 · 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 (8,886)

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  1. Unsupervised Domain Clusters in Pretrained Language ModelsRoee Aharoni, Yoav Goldberg2020 · 326 citations
  2. Compressive Transformers for Long-Range Sequence ModellingJack W. Rae, Anna Potapenko, Siddhant M. Jayakumar, et al.2019 · 326 citations
  3. Frustratingly Easy Domain AdaptationDaumé III, Hal2007 · 326 citations
  4. Linguistically Motivated Large-Scale NLP with C&C and BoxerJames Curran, Stephen Clark, Johan Bos2007 · 326 citations
  5. An Evaluation Exercise for Word AlignmentRada Mihalcea, Ted Pedersen2003 · 326 citations
  6. CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared TaskRicardo Rei, Marcos Treviso, Nuno M. Guerreiro, et al.2022 · 325 citations
  7. Aspect Sentiment Quad Prediction as Paraphrase GenerationWenxuan Zhang, Yang Deng, Xin Li, et al.2021 · 325 citations
  8. Universal Dependencies v2: An Evergrowing Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.2020 · 325 citations
  9. Do Supervised Distributional Methods Really Learn Lexical Inference Relations?Omer Levy, Steffen Remus, Chris Biemann, et al.2015 · 325 citations
  10. Representation Learning: A Review and New PerspectivesYoshua Bengio, Aaron Courville, Pascal Vincent2012 · 325 citations
  11. MultiUN: A Multilingual Corpus from United Nation DocumentsAndreas Eisele, Yu Chen2010 · 325 citations
  12. FreeLing: An Open-Source Suite of Language AnalyzersXavier Carreras, Isaac Chao, Lluís Padró, et al.2004 · 325 citations
  13. Algorithms for Scoring Coreference ChainsAmit Bagga, Breck Baldwin1998 · 325 citations
  14. LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init AttentionRenrui Zhang, Jiaming Han, Chris Liu, et al.2023 · 324 citations
  15. Robust Neural Machine Translation with Doubly Adversarial InputsYong Cheng, Lu Jiang, Wolfgang Macherey2019 · 324 citations
  16. Tagged Back-TranslationIsaac Caswell, Ciprian Chelba, David Grangier2019 · 324 citations
  17. Are Emergent Abilities of Large Language Models a Mirage?Rylan Schaeffer, Brando Miranda, Sanmi Koyejo2023 · 323 citations
  18. An Actor-Critic Algorithm for Sequence PredictionDzmitry Bahdanau, Philemon Brakel, Kelvin Xu, et al.2016 · 323 citations
  19. Controlling Output Length in Neural Encoder-DecodersYuta Kikuchi, Graham Neubig, Ryohei Sasano, et al.2016 · 323 citations
  20. SemEval-2007 Task 10: English Lexical Substitution TaskDiana McCarthy, Roberto Navigli2007 · 323 citations
  21. Paraphrasing for Automatic EvaluationDavid Kauchak, Regina Barzilay2006 · 323 citations
  22. Language Is Not All You Need: Aligning Perception with Language ModelsShaohan Huang, Li Dong, Wenhui Wang, et al.2023 · 322 citations
  23. PLATO: Pre-trained Dialogue Generation Model with Discrete Latent VariableSiqi Bao, Huang He, Fan Wang, et al.2020 · 322 citations
  24. Rapid Adaptation of Neural Machine Translation to New LanguagesGraham Neubig, Junjie Hu2018 · 322 citations
  25. The Fact Extraction and VERification (FEVER) Shared TaskJames Thorne, Andreas Vlachos, Oana Cocarascu, et al.2018 · 322 citations
  26. Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural LanguageLuheng He, Mike Lewis, Luke Zettlemoyer2015 · 322 citations
  27. When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical CohesionElena Voita, Rico Sennrich, Ivan Titov2019 · 321 citations
  28. Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine TranslationAntonio Toral, Sheila Castilho, Ke Hu, et al.2018 · 321 citations
  29. A Comparison of Vector-based Representations for Semantic CompositionWilliam Blacoe, Mirella Lapata2012 · 321 citations
  30. Simple English Wikipedia: A New Text Simplification TaskWilliam Coster, David Kauchak2011 · 321 citations
  31. Using Cross-Entity Inference to Improve Event ExtractionYu Hong, Jianfeng Zhang, Bin Ma, et al.2011 · 321 citations
  32. Multilingual Dependency Analysis with a Two-Stage Discriminative ParserRyan McDonald, Kevin Lerman, Fernando Pereira2006 · 321 citations
  33. "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language ModelsXinyue Shen, Zeyuan Chen, Michael Backes, et al.2023 · 320 citations
  34. Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate DetectionBertie Vidgen, Tristan Thrush, Zeerak Waseem, et al.2021 · 320 citations
  35. Probing Pretrained Language Models for Lexical SemanticsIvan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.2020 · 320 citations
  36. Paraphrasing Revisited with Neural Machine TranslationJonathan Mallinson, Rico Sennrich, Mirella Lapata2017 · 320 citations
  37. Correcting ESL Errors Using Phrasal SMT TechniquesChris Brockett, William B. Dolan, Michael Gamon2006 · 320 citations
  38. Text and Code Embeddings by Contrastive Pre-TrainingArvind Neelakantan, Tao Xu, Raul Puri, et al.2022 · 319 citations
  39. GSum: A General Framework for Guided Neural Abstractive SummarizationZi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, et al.2021 · 319 citations
  40. MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of ClaimsIsabelle Augenstein, Christina Lioma, Dongsheng Wang, et al.2019 · 319 citations
  41. Improving Hypernymy Detection with an Integrated Path-based and Distributional MethodVered Shwartz, Yoav Goldberg, Ido Dagan2016 · 319 citations
  42. SemEval-2016 Task 3: Community Question AnsweringPreslav Nakov, Lluís Màrquez, Alessandro Moschitti, et al.2016 · 319 citations
  43. SimVerb-3500: A Large-Scale Evaluation Set of Verb SimilarityDaniela Gerz, Ivan Vulić, Felix Hill, et al.2016 · 319 citations
  44. A Neural Network Approach to Context-Sensitive Generation of Conversational ResponsesAlessandro Sordoni, Michel Galley, Michael Auli, et al.2015 · 319 citations
  45. Entailment above the word level in distributional semanticsMarco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, et al.2012 · 319 citations
  46. An Empirical Model of Multiword Expression DecomposabilityTimothy Baldwin, Colin Bannard, Takaaki Tanaka, et al.2003 · 319 citations
  47. MM-LLMs: Recent Advances in MultiModal Large Language ModelsDuzhen Zhang, Yahan Yu, Jiahua Dong, et al.2024 · 318 citations
  48. Document Expansion by Query PredictionRodrigo Nogueira, Wei Yang, Jimmy Lin, et al.2019 · 318 citations
  49. Distant Supervision for Relation Extraction beyond the Sentence BoundaryChris Quirk, Hoifung Poon2017 · 318 citations
  50. Unsupervised Pretraining for Sequence to Sequence LearningPrajit Ramachandran, Peter Liu, Quoc Le2017 · 318 citations
  51. N-gram-based Machine TranslationJosé Mariño, Rafael E. Banchs, Josep M. Crego, et al.2006 · 318 citations
  52. On Some Pitfalls in Automatic Evaluation and Significance Testing for MTStefan Riezler, John T. Maxwell2005 · 318 citations
  53. A Graph Model for Unsupervised Lexical AcquisitionDominic Widdows, Beate Dorow2002 · 318 citations
  54. Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation ModelsChenfei Wu, Shengming Yin, Weizhen Qi, et al.2023 · 317 citations
  55. Generating Wikipedia by Summarizing Long SequencesPeter J. Liu, Mohammad Saleh, Etienne Pot, et al.2018 · 317 citations
  56. Joint Extraction of Events and Entities within a Document ContextBishan Yang, Tom M. Mitchell2016 · 317 citations
  57. A massively parallel corpus: the Bible in 100 languagesChristos Christodouloupoulos, Mark J. Steedman2014 · 317 citations
  58. Twitter Part-of-Speech Tagging for All: Overcoming Sparse and Noisy DataLeon Derczynski, Alan Ritter, Sam Clark, et al.2013 · 317 citations
  59. Deterministic Dependency Parsing of English TextJoakim Nivre, Mario Scholz2004 · 317 citations
  60. How many data points is a prompt worth?Teven Le Scao, Alexander Rush2021 · 316 citations
  61. CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Jan Hajič, Martin Popel, et al.2018 · 316 citations
  62. An Empirical Comparison of Domain Adaptation Methods for Neural Machine TranslationChenhui Chu, Raj Dabre, Sadao Kurohashi2017 · 316 citations
  63. Multi-task Sequence to Sequence LearningMinh-Thang Luong, Quoc V. Le, Ilya Sutskever, et al.2015 · 316 citations
  64. Decoding with Large-Scale Neural Language Models Improves TranslationAshish Vaswani, Yinggong Zhao, Victoria Fossum, et al.2013 · 316 citations
  65. Bidirectional Inference with the Easiest-First Strategy for Tagging Sequence DataYoshimasa Tsuruoka, Jun'ichi Tsujii2005 · 316 citations
  66. LightRAG: Simple and Fast Retrieval-Augmented GenerationZirui Guo, Lianghao Xia, Yanhua Yu, et al.2024 · 315 citations
  67. CRITIC: Large Language Models Can Self-Correct with Tool-Interactive CritiquingZhibin Gou, Zhihong Shao, Yeyun Gong, et al.2023 · 315 citations
  68. Joint Slot Filling and Intent Detection via Capsule Neural NetworksChenwei Zhang, Yaliang Li, Nan Du, et al.2019 · 315 citations
  69. Overview of the Evalita 2018 Task on Automatic Misogyny Identification (AMI)Elisabetta Fersini, Debora Nozza, Paolo Rosso2018 · 315 citations
  70. Supervised Noun Phrase Coreference Research: The First Fifteen YearsVincent Ng2010 · 315 citations
  71. Anaphora and Discourse StructureBonnie Webber, Matthew Stone, Aravind Joshi, et al.2003 · 315 citations
  72. Mining the Web for Bilingual TextPhilip Resnik1999 · 315 citations
  73. LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionDongfu Jiang, Xiang Ren, Bill Yuchen Lin2023 · 314 citations
  74. WANLI: Worker and AI Collaboration for Natural Language Inference Dataset CreationAlisa Liu, Swabha Swayamdipta, Noah A. Smith, et al.2022 · 314 citations
  75. Double Graph Based Reasoning for Document-level Relation ExtractionShuang Zeng, Runxin Xu, Baobao Chang, et al.2020 · 314 citations
  76. Explainable Automated Fact-Checking for Public Health ClaimsNeema Kotonya, Francesca Toni2020 · 314 citations
  77. Choosing Transfer Languages for Cross-Lingual LearningYu-Hsiang Lin, Chian-Yu Chen, Jean Lee, et al.2019 · 314 citations
  78. Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, et al.2019 · 314 citations
  79. Neural Natural Language Inference Models Enhanced with External KnowledgeQian Chen, Xiaodan Zhu, Zhen-Hua Ling, et al.2018 · 314 citations
  80. Chinese Syntactic Reordering for Statistical Machine TranslationChao Wang, Michael Collins, Philipp Koehn2007 · 314 citations
  81. Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation ModelsYanzhao Zhang, Mingxin Li, Dingkun Long, et al.2025 · 313 citations
  82. Cross-Language Text Classification Using Structural Correspondence LearningPeter Prettenhofer, Benno Stein2010 · 313 citations
  83. Statistical Approaches to Computer-Assisted TranslationSergio Barrachina, Oliver Bender, Francisco Casacuberta, et al.2008 · 313 citations
  84. HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust RefusalMantas Mazeika, Long Phan, Xuwang Yin, et al.2024 · 312 citations
  85. A Transformer-based approach to Irony and Sarcasm detectionRolandos Alexandros Potamias, Georgios Siolas, Andreas - Georgios Stafylopatis2019 · 312 citations
  86. Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn't.Anna Gladkova, Aleksandr Drozd, Satoshi Matsuoka2016 · 312 citations
  87. Bayesian Unsupervised Word Segmentation with Nested Pitman-Yor Language ModelingDaichi Mochihashi, Takeshi Yamada, Naonori Ueda2009 · 312 citations
  88. A Lexicographer-Friendly Association ScorePavel Rychlý2008 · 312 citations
  89. Preemptive Information Extraction using Unrestricted Relation DiscoveryYusuke Shinyama, Satoshi Sekine2006 · 312 citations
  90. The Senseval-3 English lexical sample taskRada Mihalcea, Timothy Chklovski, Adam Kilgarriff2004 · 312 citations
  91. Fast Decoding and Optimal Decoding for Machine TranslationUlrich Germann, Michael Jahr, Kevin Knight, et al.2001 · 312 citations
  92. Coping with Ambiguity and Unknown Words through Probabilistic ModelsRalph Weischedel, Marie Meteer, Richard Schwartz, et al.1993 · 312 citations
  93. Chameleon: Plug-and-Play Compositional Reasoning with Large Language ModelsPan Lu, Baolin Peng, Hao Cheng, et al.2023 · 311 citations
  94. MEDITRON-70B: Scaling Medical Pretraining for Large Language ModelsZeming Chen, Alejandro Hernandez Cano, Angelika Romanou, et al.2023 · 311 citations
  95. On the Practical Computational Power of Finite Precision RNNs for Language RecognitionGail Weiss, Yoav Goldberg, Eran Yahav2018 · 311 citations
  96. On Improving the Accuracy of Readability Classification using Insights from Second Language AcquisitionSowmya Vajjala, Detmar Meurers2012 · 311 citations
  97. Dependency Parsing and Domain Adaptation with LR Models and Parser EnsemblesKenji Sagae, Jun'ichi Tsujii2007 · 311 citations
  98. Automatic Rule Induction for Unknown-Word GuessingAndrei Mikheev1997 · 311 citations
  99. Gender Bias in Machine TranslationBeatrice Savoldi, Marco Gaido, Luisa Bentivogli, et al.2021 · 310 citations
  100. ParaCrawl: Web-Scale Acquisition of Parallel CorporaMarta Bañón, Pinzhen Chen, Barry Haddow, et al.2020 · 310 citations

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