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🤖 Artificial Intelligence

8,886 papers · page 21 of 90 · 1926–2025 · 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)

1 … 20 21 22 … 30 … 90

  1. Learning to Grade Short Answer Questions using Semantic Similarity Measures and Dependency Graph AlignmentsMichael Mohler, Razvan Bunescu, Rada Mihalcea2011 · 310 citations
  2. Hallucination is Inevitable: An Innate Limitation of Large Language ModelsZiwei Xu, Sanjay Jain, Mohan Kankanhalli2024 · 309 citations
  3. Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?Peter Hase, Mohit Bansal2020 · 309 citations
  4. A Minimal Span-Based Neural Constituency ParserMitchell Stern, Jacob Andreas, Dan Klein2017 · 309 citations
  5. Exploiting Argument Information to Improve Event Detection via Supervised Attention MechanismsShulin Liu, Yubo Chen, Kang Liu, et al.2017 · 309 citations
  6. TIES-Merging: Resolving Interference When Merging ModelsPrateek Yadav, Derek Tam, Leshem Choshen, et al.2023 · 308 citations
  7. Using String-Kernels for Learning Semantic ParsersRohit J. Kate, Raymond J. Mooney2006 · 308 citations
  8. A Mention-Synchronous Coreference Resolution Algorithm Based On the Bell TreeXiaoqiang Luo, Abe Ittycheriah, Hongyan Jing, et al.2004 · 308 citations
  9. Precision and Recall of Machine TranslationI. Dan Melamed, Ryan Green, Joseph P. Turian2003 · 308 citations
  10. Discovering Language Model Behaviors with Model-Written EvaluationsEthan Perez, Sam Ringer, Kamilė Lukošiūtė, et al.2022 · 307 citations
  11. Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic LanguagesGowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, et al.2022 · 307 citations
  12. Good-Enough Compositional Data AugmentationJacob Andreas2020 · 307 citations
  13. Challenges and frontiers in abusive content detectionBertie Vidgen, Alex Harris, Dong Nguyen, et al.2019 · 307 citations
  14. Get out the vote: Determining support or opposition from Congressional floor-debate transcriptsMatt Thomas, Bo Pang, Lillian Lee2006 · 307 citations
  15. AugGPT: Leveraging ChatGPT for Text Data AugmentationHaixing Dai; Zhengliang Liu; Wenxiong Liao; Xiaoke Huang; Yihan Cao; Zihao Wu; Lin Zhao; Shaochen Xu; Wei Liu; Ninghao Liu; Sheng Li; Dajiang Zhu; Hongmin Cai; Lichao Sun; Quanzheng Li; Dinggang Shen; Tianming Liu;, Xiang Li2023 · 306 citations
  16. From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsShangbin Feng, Chan Young Park, Yuhan Liu, et al.2023 · 306 citations
  17. Multi-hop Reading Comprehension through Question Decomposition and RescoringSewon Min, Victor Zhong, Luke Zettlemoyer, et al.2019 · 306 citations
  18. A Survey of Domain Adaptation for Neural Machine TranslationChenhui Chu, Rui Wang2018 · 306 citations
  19. Learning to Mine Aligned Code and Natural Language Pairs from Stack OverflowPengcheng Yin, Bowen Deng, Edgar Chen, et al.2018 · 306 citations
  20. Computational Argumentation Quality Assessment in Natural LanguageHenning Wachsmuth, Nona Naderi, Yufang Hou, et al.2017 · 306 citations
  21. Identifying beneficial task relations for multi-task learning in deep neural networksJoachim Bingel, Anders Søgaard2017 · 306 citations
  22. Discriminative Instance Weighting for Domain Adaptation in Statistical Machine TranslationGeorge Foster, Cyril Goutte, Roland Kuhn2010 · 306 citations
  23. A Composite Kernel to Extract Relations between Entities with Both Flat and Structured FeaturesMin Zhang, Jie Zhang, Jian Su, et al.2006 · 306 citations
  24. Recognising Textual Entailment with Logical InferenceJohan Bos, Katja Markert2005 · 306 citations
  25. Hate Speech Detection and Racial Bias Mitigation in Social Media based on BERT modelMarzieh Mozafari, Reza Farahbakhsh, Noel Crespi2020 · 305 citations
  26. Finding Function in Form: Compositional Character Models for Open Vocabulary Word RepresentationWang Ling, Tiago Luis, Luis Marujo, et al.2015 · 305 citations
  27. How Far Can Camels Go? Exploring the State of Instruction Tuning on Open ResourcesYizhong Wang, Hamish Ivison, Pradeep Dasigi, et al.2023 · 304 citations
  28. Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defenseKalpesh Krishna, Yixiao Song, Marzena Karpinska, et al.2023 · 304 citations
  29. Abductive Commonsense ReasoningChandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, et al.2019 · 304 citations
  30. Learning Dense Representations for Entity RetrievalDaniel Gillick, Sayali Kulkarni, Larry Lansing, et al.2019 · 304 citations
  31. Nested Named Entity Recognition RevisitedArzoo Katiyar, Claire Cardie2018 · 304 citations
  32. SemEval 2016 Task 11: Complex Word IdentificationGustavo Paetzold, Lucia Specia2016 · 304 citations
  33. Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement LearningBowen Jin, Hansi Zeng, Zhenrui Yue, et al.2025 · 303 citations
  34. PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial PromptsKaijie Zhu, Jindong Wang, Jiaheng Zhou, et al.2023 · 303 citations
  35. ZeRO-Offload: Democratizing Billion-Scale Model TrainingJie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, et al.2021 · 303 citations
  36. Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question AnsweringZhiguo Wang, Patrick Ng, Xiaofei Ma, et al.2019 · 303 citations
  37. Automated Fact Checking: Task Formulations, Methods and Future DirectionsJames Thorne, Andreas Vlachos2018 · 303 citations
  38. UDPipe 2.0 Prototype at CoNLL 2018 UD Shared TaskMilan Straka2018 · 303 citations
  39. Do Multi-Sense Embeddings Improve Natural Language Understanding?Jiwei Li, Dan Jurafsky2015 · 303 citations
  40. Overview for the First Shared Task on Language Identification in Code-Switched DataThamar Solorio, Elizabeth Blair, Suraj Maharjan, et al.2014 · 303 citations
  41. An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense DisambiguationYoong Keok Lee, Hwee Tou Ng2002 · 303 citations
  42. Can AI-Generated Text be Reliably Detected?Vinu Sankar Sadasivan, Aounon Kumar, Sriram Balasubramanian, et al.2023 · 302 citations
  43. Large Language Models are Better Reasoners with Self-VerificationYixuan Weng, Minjun Zhu, Fei Xia, et al.2023 · 302 citations
  44. Scaling Laws for Reward Model OveroptimizationLeo Gao, John Schulman, Jacob Hilton2022 · 302 citations
  45. SPoT: Better Frozen Model Adaptation through Soft Prompt TransferTu Vu, Brian Lester, Noah Constant, et al.2022 · 302 citations
  46. ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale TransformersZhewei Yao, Reza Yazdani Aminabadi, Minjia Zhang, et al.2022 · 302 citations
  47. A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot FillingHaihong E, Peiqing Niu, Zhongfu Chen, et al.2019 · 302 citations
  48. TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL GenerationTao Yu, Zifan Li, Zilin Zhang, et al.2018 · 302 citations
  49. Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning ApproachJingjing Xu, Xu Sun, Qi Zeng, et al.2018 · 302 citations
  50. Globally Coherent Text Generation with Neural Checklist ModelsChloé Kiddon, Luke Zettlemoyer, Yejin Choi2016 · 302 citations
  51. Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTMIvan Habernal, Iryna Gurevych2016 · 302 citations
  52. Extracting Parallel Sentences from Comparable Corpora using Document Level AlignmentJason R. Smith, Chris Quirk, Kristina Toutanova2010 · 302 citations
  53. Near-Synonymy and Lexical ChoicePhilip Edmonds, Graeme Hirst2002 · 302 citations
  54. DialogSum: A Real-Life Scenario Dialogue Summarization DatasetYulong Chen, Yang Liu, Liang Chen, et al.2021 · 301 citations
  55. MoEL: Mixture of Empathetic ListenersZhaojiang Lin, Andrea Madotto, Jamin Shin, et al.2019 · 301 citations
  56. Challenges for Toxic Comment Classification: An In-Depth Error AnalysisBetty van Aken, Julian Risch, Ralf Krestel, et al.2018 · 301 citations
  57. Learning Named Entity Tagger using Domain-Specific DictionaryJingbo Shang, Liyuan Liu, Xiaotao Gu, et al.2018 · 301 citations
  58. Learning to Write with Cooperative DiscriminatorsAri Holtzman, Jan Buys, Maxwell Forbes, et al.2018 · 301 citations
  59. Unsupervised Type and Token Identification of Idiomatic ExpressionsAfsaneh Fazly, Paul Cook, Suzanne Stevenson2009 · 301 citations
  60. Finding Contradictions in TextMarie-Catherine de Marneffe, Anna N. Rafferty, Christopher D. Manning2008 · 301 citations
  61. Challenges and Applications of Large Language ModelsJean Kaddour, Joshua Harris, Maximilian Mozes, et al.2023 · 300 citations
  62. Character-LLM: A Trainable Agent for Role-PlayingYunfan Shao, Linyang Li, Junqi Dai, et al.2023 · 300 citations
  63. Multi-step Jailbreaking Privacy Attacks on ChatGPTHaoran Li, Dadi Guo, Wei Fan, et al.2023 · 300 citations
  64. ALFWorld: Aligning Text and Embodied Environments for Interactive LearningMohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, et al.2020 · 300 citations
  65. Style Transformer: Unpaired Text Style Transfer without Disentangled Latent RepresentationNing Dai, Jianze Liang, Xipeng Qiu, et al.2019 · 300 citations
  66. Distant Supervision for Relation Extraction with an Incomplete Knowledge BaseBonan Min, Ralph Grishman, Li Wan, et al.2013 · 300 citations
  67. Improving Translation Quality by Discarding Most of the PhrasetableHoward Johnson, Joel Martin, George Foster, et al.2007 · 300 citations
  68. Learning Semantic Constraints for the Automatic Discovery of Part-Whole RelationsRoxana Girju, Adriana Badulescu, Dan Moldovan2003 · 300 citations
  69. A Comparison of Alignment Models for Statistical Machine TranslationFranz Josef Och, Hermann Ney2000 · 300 citations
  70. InternLM2 Technical ReportZheng Cai, Maosong Cao, Haojiong Chen, et al.2024 · 299 citations
  71. Chain-of-Verification Reduces Hallucination in Large Language ModelsShehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, et al.2023 · 299 citations
  72. Muppet: Massive Multi-task Representations with Pre-FinetuningArmen Aghajanyan, Anchit Gupta, Akshat Shrivastava, et al.2021 · 299 citations
  73. UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive LearningWei Li, Can Gao, Guocheng Niu, et al.2021 · 299 citations
  74. Bridging the Gap between Training and Inference for Neural Machine TranslationWen Zhang, Yang Feng, Fandong Meng, et al.2019 · 299 citations
  75. Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural NetworkSunil Kumar Sahu, Fenia Christopoulou, Makoto Miwa, et al.2019 · 299 citations
  76. Deep Exhaustive Model for Nested Named Entity RecognitionMohammad Golam Sohrab, Makoto Miwa2018 · 299 citations
  77. Paraphrase Generation with Deep Reinforcement LearningZichao Li, Xin Jiang, Lifeng Shang, et al.2018 · 299 citations
  78. Incorporating Discrete Translation Lexicons into Neural Machine TranslationPhilip Arthur, Graham Neubig, Satoshi Nakamura2016 · 299 citations
  79. Joint Mention Extraction and Classification with Mention HypergraphsWei Lu, Dan Roth2015 · 299 citations
  80. Memory-Based Dependency ParsingJoakim Nivre, Johan Hall, Jens Nilsson2004 · 299 citations
  81. Aligning Sentences in Bilingual Corpora Using Lexical InformationStanley F. Chen1993 · 299 citations
  82. MathPrompter: Mathematical Reasoning using Large Language ModelsShima Imani, Liang Du, Harsh Shrivastava2023 · 298 citations
  83. Want To Reduce Labeling Cost? GPT-3 Can HelpShuohang Wang, Yang Liu, Yichong Xu, et al.2021 · 298 citations
  84. Entity Linking via Joint Encoding of Types, Descriptions, and ContextNitish Gupta, Sameer Singh, Dan Roth2017 · 298 citations
  85. A Dependency Parser for TweetsLingpeng Kong, Nathan Schneider, Swabha Swayamdipta, et al.2014 · 298 citations
  86. A Comparison of Features for Automatic Readability AssessmentLijun Feng, Martin Jansche, Matt Huenerfauth, et al.2010 · 298 citations
  87. Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMsShengbang Tong, Zhuang Liu, Yuexiang Zhai, et al.2024 · 297 citations
  88. Large Language Models are Effective Text Rankers with Pairwise Ranking PromptingZhen Qin, Rolf Jagerman, Kai Hui, et al.2024 · 297 citations
  89. Multimodal Chain-of-Thought Reasoning in Language ModelsZhuosheng Zhang, Aston Zhang, Mu Li, et al.2023 · 297 citations
  90. Canine: Pre-training an Efficient Tokenization-Free Encoder for Language RepresentationJonathan H. Clark, Dan Garrette, Iulia Turc, et al.2022 · 297 citations
  91. FlauBERT: Unsupervised Language Model Pre-training for FrenchHang Le, Loïc Vial, Jibril Frej, et al.2019 · 297 citations
  92. Robust Distant Supervision Relation Extraction via Deep Reinforcement LearningPengda Qin, Weiran Xu, William Yang Wang2018 · 297 citations
  93. Copied Monolingual Data Improves Low-Resource Neural Machine TranslationAnna Currey, Antonio Valerio Miceli Barone, Kenneth Heafield2017 · 297 citations
  94. Bayesian Unsupervised Topic SegmentationJacob Eisenstein, Regina Barzilay2008 · 297 citations
  95. Unsupervised Construction of Large Paraphrase Corpora: Exploiting Massively Parallel News SourcesBill Dolan, Chris Quirk, Chris Brockett2004 · 297 citations
  96. Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat DataCanwen Xu, Daya Guo, Nan Duan, et al.2023 · 296 citations
  97. Document-Level Machine Translation with Large Language ModelsLongyue Wang, Chenyang Lyu, Tianbo Ji, et al.2023 · 296 citations
  98. BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in BanglaAbhik Bhattacharjee, Tahmid Hasan, Wasi Ahmad, et al.2022 · 296 citations
  99. Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question AnsweringYanlin Feng, Xinyue Chen, Bill Yuchen Lin, et al.2020 · 296 citations
  100. Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented GraphsFenia Christopoulou, Makoto Miwa, Sophia Ananiadou2019 · 296 citations

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