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🤖 Artificial Intelligence

8,885 papers · page 23 of 90 · 2126–2225 · 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 (8,885)

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  1. MEGA: Multilingual Evaluation of Generative AIKabir Ahuja, Harshita Diddee, Rishav Hada, et al.2023 · 282 citations
  2. Contextualized Perturbation for Textual Adversarial AttackDianqi Li, Yizhe Zhang, Hao Peng, et al.2021 · 282 citations
  3. Fine-grained Fact Verification with Kernel Graph Attention NetworkZhenghao Liu, Chenyan Xiong, Maosong Sun, et al.2020 · 282 citations
  4. Analysing Mathematical Reasoning Abilities of Neural ModelsDavid Saxton, Edward Grefenstette, Felix Hill, et al.2019 · 282 citations
  5. Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity AnnotationSvetlana Kiritchenko, Saif Mohammad2017 · 282 citations
  6. A Systematic Comparison of Smoothing Techniques for Sentence-Level BLEUBoxing Chen, Colin Cherry2014 · 282 citations
  7. Cross-Language Parser Adaptation between Related LanguagesDaniel Zeman, Philip Resnik2008 · 282 citations
  8. Constraint Grammar as a Framework for Parsing Running TextFred Karlsson1990 · 282 citations
  9. Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work?Yada Pruksachatkun, Jason Phang, Haokun Liu, et al.2020 · 281 citations
  10. Multi-Sentence Argument LinkingSeth Ebner, Patrick Xia, Ryan Culkin, et al.2020 · 281 citations
  11. Getting Gender Right in Neural Machine TranslationEva Vanmassenhove, Christian Hardmeier, Andy Way2018 · 281 citations
  12. Compositional Vector Space Models for Knowledge Base CompletionArvind Neelakantan, Benjamin Roth, Andrew McCallum2015 · 281 citations
  13. QuEst - A translation quality estimation frameworkLucia Specia, Kashif Shah, Jose G.C. de Souza, et al.2013 · 281 citations
  14. A Survey of Paraphrasing and Textual Entailment MethodsIon Androutsopoulos, Prodromos Malakasiotis2009 · 281 citations
  15. Multilingual Semantic Role LabelingAnders Björkelund, Love Hafdell, Pierre Nugues2009 · 281 citations
  16. The rhetorical parsing of unrestricted texts: a surface-based approachDaniel Marcu2000 · 281 citations
  17. AlignScore: Evaluating Factual Consistency with A Unified Alignment FunctionYuheng Zha, Yichi Yang, Ruichen Li, et al.2023 · 280 citations
  18. Otter: A Multi-Modal Model with In-Context Instruction TuningBo Li, Yuanhan Zhang, Liangyu Chen, et al.2023 · 280 citations
  19. Ragas: Automated Evaluation of Retrieval Augmented GenerationShahul Es, Jithin James, Luis Espinosa-Anke, et al.2023 · 280 citations
  20. Generate rather than Retrieve: Large Language Models are Strong Context GeneratorsWenhao Yu, Dan Iter, Shuohang Wang, et al.2022 · 280 citations
  21. Learning Neural Templates for Text GenerationSam Wiseman, Stuart Shieber, Alexander Rush2018 · 280 citations
  22. Semantic Parsing for Task Oriented Dialog using Hierarchical RepresentationsSonal Gupta, Rushin Shah, Mrinal Mohit, et al.2018 · 280 citations
  23. Sentence Alignment for Monolingual Comparable CorporaRegina Barzilay, Noemie Elhadad2003 · 280 citations
  24. A Statistical Parser for CzechMichael Collins, Jan Hajic, Lance Ramshaw, et al.1999 · 280 citations
  25. A Problem for RST: The Need for Multi-Level Discourse AnalysisJohanna D. Moore, Martha E. Pollack1992 · 280 citations
  26. Large Language Models for Mathematical Reasoning: Progresses and ChallengesJanice Ahn, Rishu Verma, Renze Lou, et al.2024 · 279 citations
  27. Larger language models do in-context learning differentlyJerry Wei, Jason Wei, Yi Tay, et al.2023 · 279 citations
  28. OpenPrompt: An Open-source Framework for Prompt-learningNing Ding, Shengding Hu, Weilin Zhao, et al.2022 · 279 citations
  29. ONION: A Simple and Effective Defense Against Textual Backdoor AttacksFanchao Qi, Yangyi Chen, Mukai Li, et al.2021 · 279 citations
  30. BAM! Born-Again Multi-Task Networks for Natural Language UnderstandingKevin Clark, Minh-Thang Luong, Urvashi Khandelwal, et al.2019 · 279 citations
  31. Variational Neural Machine TranslationBiao Zhang, Deyi Xiong, Jinsong Su, et al.2016 · 279 citations
  32. Helping Our Own: The HOO 2011 Pilot Shared TaskRobert Dale, Adam Kilgarriff2011 · 279 citations
  33. Feature Forest Models for Probabilistic HPSG ParsingYusuke Miyao, Jun'ichi Tsujii2008 · 279 citations
  34. Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical StudyYong Cao, Li Zhou, Seolhwa Lee, et al.2023 · 278 citations
  35. MIME: MIMicking Emotions for Empathetic Response GenerationNavonil Majumder, Pengfei Hong, Shanshan Peng, et al.2020 · 278 citations
  36. Multilingual Language Processing From BytesDan Gillick, Cliff Brunk, Oriol Vinyals, et al.2016 · 278 citations
  37. Identifying Agreement and Disagreement in Conversational Speech: Use of Bayesian Networks to Model Pragmatic DependenciesMichel Galley, Kathleen McKeown, Julia Hirschberg, et al.2004 · 278 citations
  38. Graph-Based Generation of Referring ExpressionsEmiel Krahmer, Sebastiaan van Erk, André Verleg2003 · 278 citations
  39. Introduction to the CoNLL-2000 Shared Task ChunkingErik F. Tjong Kim Sang, Sabine Buchholz2000 · 278 citations
  40. RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLHaoyang Li, Jing Zhang, Cuiping Li, et al.2023 · 277 citations
  41. XTREME-R: Towards More Challenging and Nuanced Multilingual EvaluationSebastian Ruder, Noah Constant, Jan Botha, et al.2021 · 277 citations
  42. Automatic Language Identification in Texts: A SurveyTommi Jauhiainen, Marco Lui, Marcos Zampieri, et al.2019 · 277 citations
  43. UKP: Computing Semantic Textual Similarity by Combining Multiple Content Similarity MeasuresDaniel Bär, Chris Biemann, Iryna Gurevych, et al.2012 · 277 citations
  44. Paraphrase Identification as Probabilistic Quasi-Synchronous RecognitionDipanjan Das, Noah A. Smith2009 · 277 citations
  45. Simple Coreference Resolution with Rich Syntactic and Semantic FeaturesAria Haghighi, Dan Klein2009 · 277 citations
  46. SemEval-2007 Task 14: Affective TextCarlo Strapparava, Rada Mihalcea2007 · 277 citations
  47. Similarity of Semantic RelationsPeter D. Turney2006 · 277 citations
  48. Automatically Labeling Semantic ClassesPatrick Pantel, Deepak Ravichandran2004 · 277 citations
  49. A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future DirectionsJunchao Wu, Shu Yang, Runzhe Zhan, et al.2025 · 276 citations
  50. Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time ScalingZhe Chen, Weiyun Wang, Yue Cao, et al.2024 · 276 citations
  51. ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPTXiang Wei; Xingyu Cui; Ning Cheng; Xiaobin Wang; Xin Zhang; Shen Huang; Pengjun Xie; Jinan Xu; Yufeng Chen; Meishan Zhang; Yong Jiang;, Wenjuan Han2023 · 276 citations
  52. Llemma: An Open Language Model For MathematicsZhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, et al.2023 · 276 citations
  53. TRUE: Re-evaluating Factual Consistency EvaluationOr Honovich, Roee Aharoni, Jonathan Herzig, et al.2022 · 276 citations
  54. Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring TasksNandan Thakur, Nils Reimers, Johannes Daxenberger, et al.2021 · 276 citations
  55. Large Dual Encoders Are Generalizable RetrieversJianmo Ni, Chen Qu, Jing Lu, et al.2021 · 276 citations
  56. What do RNN Language Models Learn about Filler-Gap Dependencies?Ethan Wilcox, Roger Levy, Takashi Morita, et al.2018 · 276 citations
  57. How Noisy Social Media Text, How Diffrnt Social Media Sources?Timothy Baldwin, Paul Cook, Marco Lui, et al.2013 · 276 citations
  58. Parser Combination by ReparsingKenji Sagae, Alon Lavie2006 · 276 citations
  59. A Maximum Entropy Model for Prepositional Phrase AttachmentAdwait Ratnaparkhi, Jeff Reynar, Salim Roukos1994 · 276 citations
  60. LLM-QAT: Data-Free Quantization Aware Training for Large Language ModelsZechun Liu, Barlas Oguz, Changsheng Zhao, et al.2024 · 275 citations
  61. A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP ApplicationsDongyeop Kang, Waleed Ammar, Bhavana Dalvi, et al.2018 · 275 citations
  62. Learning Discriminative Projections for Text Similarity MeasuresWen-tau Yih, Kristina Toutanova, John C. Platt, et al.2011 · 275 citations
  63. Discourse Segmentation by Human and Automated MeansRebecca J. Passonneau, Diane J. Litman1997 · 275 citations
  64. Design of a Knowledge-Based Report GeneratorKaren Kukich1983 · 275 citations
  65. Text Classification Using Label Names Only: A Language Model Self-Training ApproachYu Meng, Yunyi Zhang, Jiaxin Huang, et al.2020 · 274 citations
  66. The perfect solution for detecting sarcasm in tweets #notChristine Liebrecht, Florian Kunneman, Antal van den Bosch2013 · 274 citations
  67. Applying Many-to-Many Alignments and Hidden Markov Models to Letter-to-Phoneme ConversionSittichai Jiampojamarn, Grzegorz Kondrak, Tarek Sherif2007 · 274 citations
  68. Statistical Syntax-Directed Translation with Extended Domain of LocalityLiang Huang, Kevin Knight, Aravind Joshi2006 · 274 citations
  69. JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language ModelsPatrick Chao, Edoardo Debenedetti, Alexander Robey, et al.2024 · 273 citations
  70. A Diagnostic Study of Explainability Techniques for Text ClassificationPepa Atanasova, Jakob Grue Simonsen, Christina Lioma, et al.2020 · 273 citations
  71. WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive SummarizationFaisal Ladhak, Esin Durmus, Claire Cardie, et al.2020 · 273 citations
  72. POS Tagging of English-Hindi Code-Mixed Social Media ContentYogarshi Vyas, Spandana Gella, Jatin Sharma, et al.2014 · 273 citations
  73. Joint Entity and Event Coreference Resolution across DocumentsHeeyoung Lee, Marta Recasens, Angel Chang, et al.2012 · 273 citations
  74. Semantic Class Learning from the Web with Hyponym Pattern Linkage GraphsZornitsa Kozareva, Ellen Riloff, Eduard Hovy2008 · 273 citations
  75. Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving ModelsTongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, et al.2021 · 272 citations
  76. Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringAkari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, et al.2019 · 272 citations
  77. Representing Schema Structure with Graph Neural Networks for Text-to-SQL ParsingBen Bogin, Jonathan Berant, Matt Gardner2019 · 272 citations
  78. Zero-Shot Transfer Learning for Event ExtractionLifu Huang, Heng Ji, Kyunghyun Cho, et al.2018 · 272 citations
  79. Towards Universal Paraphrastic Sentence EmbeddingsJohn Wieting, Mohit Bansal, Kevin Gimpel, et al.2015 · 272 citations
  80. Re-examining Machine Translation Metrics for Paraphrase IdentificationNitin Madnani, Joel Tetreault, Martin Chodorow2012 · 272 citations
  81. Joint Unsupervised Coreference Resolution with Markov LogicHoifung Poon, Pedro Domingos2008 · 272 citations
  82. Generative Models for Statistical Parsing with Combinatory Categorial GrammarJulia Hockenmaier, Mark Steedman2002 · 272 citations
  83. Corrective Retrieval Augmented GenerationShi-Qi Yan, Jia-Chen Gu, Yun Zhu, et al.2024 · 271 citations
  84. Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding HeadsTianle Cai, Yuhong Li, Zhengyang Geng, et al.2024 · 271 citations
  85. XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and BeyondFrancesco Barbieri, Luis Espinosa Anke, Jose Camacho-Collados2022 · 271 citations
  86. Surface Form Competition: Why the Highest Probability Answer Isn't Always RightAri Holtzman, Peter West, Vered Shwartz, et al.2021 · 271 citations
  87. InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-TrainingZewen Chi, Li Dong, Furu Wei, et al.2020 · 271 citations
  88. Adaptively Sparse TransformersGonçalo M. Correia, Vlad Niculae, André F. T. Martins2019 · 271 citations
  89. Simpler but More Accurate Semantic Dependency ParsingTimothy Dozat, Christopher D. Manning2018 · 271 citations
  90. Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot LearningAngeliki Lazaridou, Georgiana Dinu, Marco Baroni2015 · 271 citations
  91. WebAnno: A Flexible, Web-based and Visually Supported System for Distributed AnnotationsSeid Muhie Yimam, Iryna Gurevych, Richard Eckart de Castilho, et al.2013 · 271 citations
  92. Reducing Activation Recomputation in Large Transformer ModelsVijay Korthikanti, Jared Casper, Sangkug Lym, et al.2022 · 270 citations
  93. COVIDLies: Detecting COVID-19 Misinformation on Social MediaTamanna Hossain, Robert L. Logan IV, Arjuna Ugarte, et al.2020 · 270 citations
  94. Statistical Phrase-Based Post-EditingMichel Simard, Cyril Goutte, Pierre Isabelle2007 · 270 citations
  95. Minimum Cut Model for Spoken Lecture SegmentationIgor Malioutov, Regina Barzilay2006 · 270 citations
  96. CorMet: A Computational, Corpus-Based Conventional Metaphor Extraction SystemZachary J. Mason2004 · 270 citations
  97. met*: A Method for Discriminating Metonymy and Metaphor by ComputerDan Fass1991 · 270 citations
  98. Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What MattersBoshi Wang, Sewon Min, Xiang Deng, et al.2023 · 269 citations
  99. DiffCSE: Difference-based Contrastive Learning for Sentence EmbeddingsYung-Sung Chuang, Rumen Dangovski, Hongyin Luo, et al.2022 · 269 citations
  100. An Explanation of In-context Learning as Implicit Bayesian InferenceSang Michael Xie, Aditi Raghunathan, Percy Liang, et al.2021 · 269 citations

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