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🤖 Artificial Intelligence

8,885 papers · page 45 of 90 · 4326–4425 · 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. End-to-End Bias Mitigation by Modelling Biases in CorporaRabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson2020 · 107 citations
  2. LEDGAR: A Large-Scale Multi-label Corpus for Text Classification of Legal Provisions in ContractsDon Tuggener, Pius von Däniken, Thomas Peetz, et al.2020 · 107 citations
  3. Offensive Language and Hate Speech Detection for DanishGudbjartur Ingi Sigurbergsson, Leon Derczynski2020 · 107 citations
  4. APE at Scale and Its Implications on MT Evaluation BiasesMarkus Freitag, Isaac Caswell, Scott Roy2019 · 107 citations
  5. Increasing Informativeness in Temporal AnnotationJames Pustejovsky, Amber Stubbs2011 · 107 citations
  6. Hedge Classification in Biomedical Texts with a Weakly Supervised Selection of KeywordsGyörgy Szarvas2008 · 107 citations
  7. The FrameNet Database and Software ToolsCharles J. Fillmore, Collin F. Baker, Hiroaki Sato2002 · 107 citations
  8. Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared TaskMarkus Freitag, Nitika Mathur, Daniel Deutsch, et al.2024 · 106 citations
  9. ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language ModelsJinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, et al.2024 · 106 citations
  10. SimLM: Pre-training with Representation Bottleneck for Dense Passage RetrievalLiang Wang, Nan Yang, Xiaolong Huang, et al.2023 · 106 citations
  11. TrueTeacher: Learning Factual Consistency Evaluation with Large Language ModelsZorik Gekhman, Jonathan Herzig, Roee Aharoni, et al.2023 · 106 citations
  12. NADI 2022: The Third Nuanced Arabic Dialect Identification Shared TaskMuhammad Abdul-Mageed, Chiyu Zhang, AbdelRahim Elmadany, et al.2022 · 106 citations
  13. CDLM: Cross-Document Language ModelingAvi Caciularu, Arman Cohan, Iz Beltagy, et al.2021 · 106 citations
  14. Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense ReasoningBill Yuchen Lin, Seyeon Lee, Xiaoyang Qiao, et al.2021 · 106 citations
  15. NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic ConstraintsXiming Lu, Peter West, Rowan Zellers, et al.2021 · 106 citations
  16. Not an Interlingua, But Close: Comparison of English AMRs to Chinese and CzechNianwen Xue, Ondřej Bojar, Jan Hajič, et al.2014 · 106 citations
  17. Types of Common-Sense Knowledge Needed for Recognizing Textual EntailmentPeter LoBue, Alexander Yates2011 · 106 citations
  18. An HMM Approach to Vowel Restoration in Arabic and HebrewYa'akov Gal2002 · 106 citations
  19. Bilingual FrameNet Dictionaries for Machine TranslationHans C. Boas2002 · 106 citations
  20. Robust, applied morphological generationGuido Minnen, John Carroll, Darren Pearce2000 · 106 citations
  21. TokenSkip: Controllable Chain-of-Thought Compression in LLMsHeming Xia, Chak Tou Leong, Wenjie Wang, et al.2025 · 105 citations
  22. ChatGPT Is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language ModelsNing Bian, Xianpei Han, Le Sun, et al.2024 · 105 citations
  23. Complementary Explanations for Effective In-Context LearningXi Ye, Srinivasan Iyer, Asli Celikyilmaz, et al.2023 · 105 citations
  24. SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive TasksBill Yuchen Lin, Yicheng Fu, Karina Yang, et al.2023 · 105 citations
  25. Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine TranslationVerna Dankers, Christopher Lucas, Ivan Titov2022 · 105 citations
  26. DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment ClassificationLibo Qin, Wanxiang Che, Yangming Li, et al.2020 · 105 citations
  27. Playing with Words at the National Library of Sweden — Making a Swedish BERTMartin Malmsten, Love Borjeson, Chris Haffenden2020 · 105 citations
  28. A Frame-Semantic Approach to Semantic AnnotationJohn B. Lowe1997 · 105 citations
  29. Survey of Cultural Awareness in Language Models: Text and BeyondSiddhesh Pawar, Junyeong Park, Jiho Jin, et al.2025 · 104 citations
  30. Skywork-Reward: Bag of Tricks for Reward Modeling in LLMsChris Yuhao Liu, Liang Zeng, Jiacai Liu, et al.2024 · 104 citations
  31. Investigating Reasons for Disagreement in Natural Language InferenceNan-Jiang Jiang, Marie-Catherine de Marneffe2022 · 104 citations
  32. NTREX-128 – News Test References for MT Evaluation of 128 LanguagesChristian Federmann, Tom Kocmi, Ying Xin2022 · 104 citations
  33. A Survey of Code-switching: Linguistic and Social Perspectives for Language TechnologiesA. Seza Doğruöz, Sunayana Sitaram, Barbara E. Bullock, et al.2021 · 104 citations
  34. HEAD-QA: A Healthcare Dataset for Complex ReasoningDavid Vilares, Carlos Gómez-Rodríguez2019 · 104 citations
  35. Simple and Effective Noisy Channel Modeling for Neural Machine TranslationKyra Yee, Yann Dauphin, Michael Auli2019 · 104 citations
  36. Understanding Learning Dynamics Of Language Models with SVCCANaomi Saphra, Adam Lopez2019 · 104 citations
  37. Learning How to Simplify From Explicit Labeling of Complex-Simplified Text PairsFernando Alva-Manchego, Joachim Bingel, Gustavo Paetzold, et al.2017 · 104 citations
  38. Very-large Scale Parsing and Normalization of Wiktionary Morphological ParadigmsChristo Kirov, John Sylak-Glassman, Roger Que, et al.2016 · 104 citations
  39. Modelling Irony in TwitterFrancesco Barbieri, Horacio Saggion2014 · 104 citations
  40. Measuring Machine Translation Errors in New DomainsAnn Irvine, John Morgan, Marine Carpuat, et al.2013 · 104 citations
  41. Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement LearningTian Xie, Zitian Gao, Qingnan Ren, et al.2025 · 103 citations
  42. Learning to Retrieve In-Context Examples for Large Language ModelsLiang Wang, Nan Yang, Furu Wei2024 · 103 citations
  43. MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop QueriesYixuan Tang, Yi Yang2024 · 103 citations
  44. LENS: A Learnable Evaluation Metric for Text SimplificationMounica Maddela, Yao Dou, David Heineman, et al.2023 · 103 citations
  45. Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting EvidenceHung-Ting Chen, Michael Zhang, Eunsol Choi2022 · 103 citations
  46. Aspect-Controlled Neural Argument GenerationBenjamin Schiller, Johannes Daxenberger, Iryna Gurevych2021 · 103 citations
  47. CausaLM: Causal Model Explanation Through Counterfactual Language ModelsAmir Feder, Nadav Oved, Uri Shalit, et al.2021 · 103 citations
  48. Evaluating the Evaluation of Diversity in Natural Language GenerationGuy Tevet, Jonathan Berant2021 · 103 citations
  49. Findings of the Shared Task on Offensive Language Identification in Tamil, Malayalam, and KannadaBharathi Raja Chakravarthi, Ruba Priyadharshini, Navya Jose, et al.2021 · 103 citations
  50. Learning Language Specific Sub-network for Multilingual Machine TranslationZehui Lin, Liwei Wu, Mingxuan Wang, et al.2021 · 103 citations
  51. An Annotated Dataset of Coreference in English LiteratureDavid Bamman, Olivia Lewke, Anya Mansoor2020 · 103 citations
  52. Parsing with Multilingual BERT, a Small Corpus, and a Small TreebankEthan C. Chau, Lucy H. Lin, Noah A. Smith2020 · 103 citations
  53. Uncertain Natural Language InferenceTongfei Chen, Zhengping Jiang, Adam Poliak, et al.2020 · 103 citations
  54. Exact Hard Monotonic Attention for Character-Level TransductionShijie Wu, Ryan Cotterell2019 · 103 citations
  55. Pragmatically Informative Image Captioning with Character-Level InferenceReuben Cohn-Gordon, Noah Goodman, Christopher Potts2018 · 103 citations
  56. SemEval-2013 Task 9 : Extraction of Drug-Drug Interactions from Biomedical Texts (DDIExtraction 2013)Isabel Segura-Bedmar, Paloma Martínez, María Herrero-Zazo2013 · 103 citations
  57. Machine Learning for Coreference Resolution: From Local Classification to Global RankingVincent Ng2005 · 103 citations
  58. An Unsupervised Approach to Prepositional Phrase Attachment using Contextually Similar WordsPatrick Pantel, Dekang Lin2000 · 103 citations
  59. Dialogue Acts, Synchronizing Units, and Anaphora ResolutionMiriam Eckert, Michael Strube2000 · 103 citations
  60. An Alternative Conception of Tree-Adjoining DerivationYves Schabes, Stuart M. Shieber1994 · 103 citations
  61. Nemotron-4 340B Technical ReportNvidia: Bo Adler, Niket Agarwal, Ashwath Aithal, et al.2024 · 102 citations
  62. Tokenizer Choice For LLM Training: Negligible or Crucial?Mehdi Ali, Michael Fromm, Klaudia Thellmann, et al.2024 · 102 citations
  63. Towards Measuring and Modeling “Culture” in LLMs: A SurveyMuhammad Farid Adilazuarda, Sagnik Mukherjee, Pradhyumna Lavania, et al.2024 · 102 citations
  64. AnglE-optimized Text EmbeddingsXianming Li, Jing Li2023 · 102 citations
  65. LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA CompositionChengsong Huang, Qian Liu, Bill Yuchen Lin, et al.2023 · 102 citations
  66. Parallel Context Windows for Large Language ModelsNir Ratner, Yoav Levine, Yonatan Belinkov, et al.2023 · 102 citations
  67. Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq GenerationHeming Xia, Tao Ge, Peiyi Wang, et al.2023 · 102 citations
  68. Learning to Reason Deductively: Math Word Problem Solving as Complex Relation ExtractionZhanming Jie, Jierui Li, Wei Lu2022 · 102 citations
  69. On the Safety of Conversational Models: Taxonomy, Dataset, and BenchmarkHao Sun, Guangxuan Xu, Jiawen Deng, et al.2022 · 102 citations
  70. Scaling Laws for TransferDanny Hernandez, Jared Kaplan, Tom Henighan, et al.2021 · 102 citations
  71. Look at the First Sentence: Position Bias in Question AnsweringMiyoung Ko, Jinhyuk Lee, Hyunjae Kim, et al.2020 · 102 citations
  72. NADI 2020: The First Nuanced Arabic Dialect Identification Shared TaskMuhammad Abdul-Mageed, Chiyu Zhang, Houda Bouamor, et al.2020 · 102 citations
  73. Exploiting Monolingual Data at Scale for Neural Machine TranslationLijun Wu, Yiren Wang, Yingce Xia, et al.2019 · 102 citations
  74. Findings of the WMT 2019 Shared Task on Automatic Post-EditingRajen Chatterjee, Christian Federmann, Matteo Negri, et al.2019 · 102 citations
  75. Probing Natural Language Inference Models through Semantic FragmentsKyle Richardson, Hai Hu, Lawrence S. Moss, et al.2019 · 102 citations
  76. Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American EnglishSu Lin Blodgett, Brendan O'Connor2017 · 102 citations
  77. The Lie Detector: Explorations in the Automatic Recognition of Deceptive LanguageRada Mihalcea, Carlo Strapparava2009 · 102 citations
  78. A Unified Local and Global Model for Discourse CoherenceMicha Elsner, Joseph Austerweil, Eugene Charniak2007 · 102 citations
  79. Making Computers Laugh: Investigations in Automatic Humor RecognitionRada Mihalcea, Carlo Strapparava2005 · 102 citations
  80. MMTEB: Massive Multilingual Text Embedding BenchmarkKenneth Enevoldsen, Isaac Chung, Imene Kerboua, et al.2025 · 101 citations
  81. Arcee's MergeKit: A Toolkit for Merging Large Language ModelsCharles Goddard, Shamane Siriwardhana, Malikeh Ehghaghi, et al.2024 · 101 citations
  82. Who Wrote this Code? Watermarking for Code GenerationTaehyun Lee, Seokhee Hong, Jaewoo Ahn, et al.2024 · 101 citations
  83. BLOOM+1: Adding Language Support to BLOOM for Zero-Shot PromptingZheng Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, et al.2023 · 101 citations
  84. Copyright Violations and Large Language ModelsAntonia Karamolegkou, Jiaang Li, Li Zhou, et al.2023 · 101 citations
  85. Statistical Rejection Sampling Improves Preference OptimizationTianqi Liu, Yao Zhao, Rishabh Joshi, et al.2023 · 101 citations
  86. FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive SummarizationDavid Wan, Mohit Bansal2022 · 101 citations
  87. Text-Free Prosody-Aware Generative Spoken Language ModelingEugene Kharitonov, Ann Lee, Adam Polyak, et al.2022 · 101 citations
  88. Time Waits for No One! Analysis and Challenges of Temporal MisalignmentKelvin Luu, Daniel Khashabi, Suchin Gururangan, et al.2022 · 101 citations
  89. Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language GenerationMingkai Deng, Bowen Tan, Zhengzhong Liu, et al.2021 · 101 citations
  90. I like fish, especially dolphins: Addressing Contradictions in Dialogue ModelingYixin Nie, Mary Williamson, Mohit Bansal, et al.2021 · 101 citations
  91. Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex WordsValentin, Hofmann2021 · 101 citations
  92. MRP 2020: The Second Shared Task on Cross-Framework and Cross-Lingual Meaning Representation ParsingStephan Oepen, Omri Abend, Lasha Abzianidze, et al.2020 · 101 citations
  93. PRover: Proof Generation for Interpretable Reasoning over RulesSwarnadeep Saha, Sayan Ghosh, Shashank Srivastava, et al.2020 · 101 citations
  94. Qwen2.5-1M Technical ReportAn Yang, Bowen Yu, Chengyuan Li, et al.2025 · 100 citations
  95. Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and GenerationChengyue Wu, Xiaokang Chen, Zhiyu Wu, et al.2024 · 100 citations
  96. Rethinking Benchmark and Contamination for Language Models with Rephrased SamplesShuo Yang, Wei-Lin Chiang, Lianmin Zheng, et al.2023 · 100 citations
  97. SemEval-2023 Task 11: Learning with Disagreements (LeWiDi)Elisa Leonardelli, Gavin Abercrombie, Dina Almanea, et al.2023 · 100 citations
  98. What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task LearningJane Pan, Tianyu Gao, Howard Chen, et al.2023 · 100 citations
  99. On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language RepresentationsYang Trista Cao, Yada Pruksachatkun, Kai-Wei Chang, et al.2022 · 100 citations
  100. Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering EvaluationJannis Bulian, Christian Buck, Wojciech Gajewski, et al.2022 · 100 citations

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