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🤖 Artificial Intelligence

8,885 papers · page 41 of 90 · 3926–4025 · 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. ReFT: Reasoning with Reinforced Fine-TuningLuong Trung, Xinbo Zhang, Zhanming Jie, et al.2024 · 131 citations
  2. FreshLLMs: Refreshing Large Language Models with Search Engine AugmentationTu Vu, Mohit Iyyer, Xuezhi Wang, et al.2023 · 131 citations
  3. Self-Alignment with Instruction BacktranslationXian Li, Ping Yu, Chunting Zhou, et al.2023 · 131 citations
  4. Task-aware Retrieval with InstructionsAkari Asai, Timo Schick, Patrick Lewis, et al.2023 · 131 citations
  5. Understanding the Effects of RLHF on LLM Generalisation and DiversityRobert Kirk, Ishita Mediratta, Christoforos Nalmpantis, et al.2023 · 131 citations
  6. Data Augmentation for Intent Classification with Off-the-shelf Large Language ModelsGaurav Sahu, Pau Rodriguez, Issam Laradji, et al.2022 · 131 citations
  7. Extracting Latent Steering Vectors from Pretrained Language ModelsNishant Subramani, Nivedita Suresh, Matthew Peters2022 · 131 citations
  8. Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt CompletionKurt Shuster, Mojtaba Komeili, Leonard Adolphs, et al.2022 · 131 citations
  9. MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking EvaluationFanghua Ye, Jarana Manotumruksa, Emine Yilmaz2022 · 131 citations
  10. Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness MetricsPaula Czarnowska, Yogarshi Vyas, Kashif Shah2021 · 131 citations
  11. Syntax-Guided Controlled Generation of ParaphrasesAshutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, et al.2020 · 131 citations
  12. What Kind of Language Is Hard to Language-Model?Sabrina J. Mielke, Ryan Cotterell, Kyle Gorman, et al.2019 · 131 citations
  13. Deep Enhanced Representation for Implicit Discourse Relation RecognitionHongxiao Bai, Hai Zhao2018 · 131 citations
  14. Automatically Constructing a Lexicon of Verb Phrase Idiomatic CombinationsAfsaneh Fazly, Suzanne Stevenson2006 · 131 citations
  15. LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context MultitasksYushi Bai, Shangqing Tu, Jiajie Zhang, et al.2024 · 130 citations
  16. MLE-bench: Evaluating Machine Learning Agents on Machine Learning EngineeringJun Shern Chan, Neil Chowdhury, Oliver Jaffe, et al.2024 · 130 citations
  17. Improving Language Model Negotiation with Self-Play and In-Context Learning from AI FeedbackYao Fu, Hao Peng, Tushar Khot, et al.2023 · 130 citations
  18. MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning ProblemsJakub Macina, Nico Daheim, Sankalan Chowdhury, et al.2023 · 130 citations
  19. NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local LanguagesGenta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, et al.2023 · 130 citations
  20. Secrets of RLHF in Large Language Models Part I: PPORui Zheng, Shihan Dou, Songyang Gao, et al.2023 · 130 citations
  21. You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual SettingsZeerak Talat, Aurélie Névéol, Stella Biderman, et al.2022 · 130 citations
  22. Learning Compact Metrics for MTAmy Pu, Hyung Won Chung, Ankur Parikh, et al.2021 · 130 citations
  23. Scaling Deep Contrastive Learning Batch Size under Memory Limited SetupLuyu Gao, Yunyi Zhang, Jiawei Han, et al.2021 · 130 citations
  24. An Analysis of Natural Language Inference Benchmarks through the Lens of NegationMd Mosharaf Hossain, Venelin Kovatchev, Pranoy Dutta, et al.2020 · 130 citations
  25. It's Morphin' Time! Combating Linguistic Discrimination with Inflectional PerturbationsSamson Tan, Shafiq Joty, Min-Yen Kan, et al.2020 · 130 citations
  26. Linguistic Features for Readability AssessmentTovly Deutsch, Masoud Jasbi, Stuart Shieber2020 · 130 citations
  27. Mapping Natural Language Instructions to Mobile UI Action SequencesYang Li, Jiacong He, Xin Zhou, et al.2020 · 130 citations
  28. ParaCrawl: Web-scale parallel corpora for the languages of the EUMiquel Esplà, Mikel Forcada, Gema Ramírez-Sánchez, et al.2019 · 130 citations
  29. Still a Pain in the Neck: Evaluating Text Representations on Lexical CompositionVered Shwartz, Ido Dagan2019 · 130 citations
  30. Comparing Bayesian Models of AnnotationSilviu Paun, Bob Carpenter, Jon Chamberlain, et al.2018 · 130 citations
  31. Scheduled Multi-Task Learning: From Syntax to TranslationEliyahu Kiperwasser, Miguel Ballesteros2018 · 130 citations
  32. Unit Dependency Graph and its Application to Arithmetic Word Problem SolvingSubhro Roy, Dan Roth2017 · 130 citations
  33. A Survey on Recent Advances in LLM-Based Multi-turn Dialogue SystemsZihao Yi, Jiarui Ouyang, Zhe Xu, et al.2024 · 129 citations
  34. Faithful Logical Reasoning via Symbolic Chain-of-ThoughtJundong Xu, Hao Fei, Liangming Pan, et al.2024 · 129 citations
  35. MAGE: Machine-generated Text Detection in the WildYafu Li, Qintong Li, Leyang Cui, et al.2024 · 129 citations
  36. Analyzing Transformers in Embedding SpaceGuy Dar, Mor Geva, Ankit Gupta, et al.2023 · 129 citations
  37. Findings of the WMT 2023 Shared Task on Quality EstimationFrederic Blain, Chrysoula Zerva, Ricardo Rei, et al.2023 · 129 citations
  38. Retrieval meets Long Context Large Language ModelsPeng Xu, Wei Ping, Xianchao Wu, et al.2023 · 129 citations
  39. ZeroSCROLLS: A Zero-Shot Benchmark for Long Text UnderstandingUri Shaham, Maor Ivgi, Avia Efrat, et al.2023 · 129 citations
  40. The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text AnonymizationIldikó Pilán, Pierre Lison, Lilja Øvrelid, et al.2022 · 129 citations
  41. Evidence-based Fact-Checking of Health-related ClaimsMourad Sarrouti, Asma Ben Abacha, Yassine Mrabet, et al.2021 · 129 citations
  42. GO FIGURE: A Meta Evaluation of Factuality in SummarizationSaadia Gabriel, Asli Celikyilmaz, Rahul Jha, et al.2021 · 129 citations
  43. MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual TransferAlan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, et al.2021 · 129 citations
  44. Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction BenchmarkJoel Niklaus, Ilias Chalkidis, Matthias Stürmer2021 · 129 citations
  45. Improved Natural Language Generation via Loss TruncationDaniel Kang, Tatsunori B. Hashimoto2020 · 129 citations
  46. Annotation, Modelling and Analysis of Fine-Grained Emotions on a Stance and Sentiment Detection CorpusHendrik Schuff, Jeremy Barnes, Julian Mohme, et al.2017 · 129 citations
  47. Task-oriented Evaluation of Syntactic Parsers and Their RepresentationsYusuke Miyao, Rune Sætre, Kenji Sagae, et al.2008 · 129 citations
  48. The Second International Chinese Word Segmentation BakeoffThomas Emerson2005 · 129 citations
  49. Dialogue Act Tagging with Transformation-Based LearningKen Samuel, Sandra Carberry, K. Vijay-Shanker1998 · 129 citations
  50. Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled DataKashun Shum, Shizhe Diao, Tong Zhang2023 · 128 citations
  51. Code4Struct: Code Generation for Few-Shot Event Structure PredictionXingyao Wang, Sha Li, Heng Ji2023 · 128 citations
  52. Deductive Verification of Chain-of-Thought ReasoningZhan Ling, Yunhao Fang, Xuanlin Li, et al.2023 · 128 citations
  53. Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaborationYang Deng, Lizi Liao, Liang Chen, et al.2023 · 128 citations
  54. Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-TuningVladislav Lialin, Vijeta Deshpande, Xiaowei Yao, et al.2023 · 128 citations
  55. Sequence Parallelism: Long Sequence Training from System PerspectiveShenggui Li, Fuzhao Xue, Chaitanya Baranwal, et al.2023 · 128 citations
  56. UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language ModelJiabo Ye, Anwen Hu, Haiyang Xu, et al.2023 · 128 citations
  57. Controllable Natural Language Generation with Contrastive PrefixesJing Qian, Li Dong, Yelong Shen, et al.2022 · 128 citations
  58. InternVideo: General Video Foundation Models via Generative and Discriminative LearningYi Wang, Kunchang Li, Yizhuo Li, et al.2022 · 128 citations
  59. MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual DataYilun Zhao, Yunxiang Li, Chenying Li, et al.2022 · 128 citations
  60. A Comprehensive Assessment of Dialog Evaluation MetricsYi-Ting Yeh, Maxine Eskenazi, Shikib Mehri2021 · 128 citations
  61. Improving Factual Consistency of Abstractive Summarization via Question AnsweringFeng Nan, Cicero Nogueira dos Santos, Henghui Zhu, et al.2021 · 128 citations
  62. Before Name-Calling: Dynamics and Triggers of Ad Hominem Fallacies in Web ArgumentationIvan Habernal, Henning Wachsmuth, Iryna Gurevych, et al.2018 · 128 citations
  63. Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level AttentionYang Liu, Sujian Li2016 · 128 citations
  64. Enforcing Transitivity in Coreference ResolutionJenny Rose Finkel, Christopher D. Manning2008 · 128 citations
  65. Fanar: An Arabic-Centric Multimodal Generative AI PlatformFanar Team: Ummar Abbas, Mohammad Shahmeer Ahmad, Firoj Alam, et al.2025 · 127 citations
  66. AceGPT, Localizing Large Language Models in ArabicHuang Huang, Fei Yu, Jianqing Zhu, et al.2024 · 127 citations
  67. A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capabilityAiwei Liu, Xuming Hu, Lijie Wen, et al.2023 · 127 citations
  68. SOTOPIA: Interactive Evaluation for Social Intelligence in Language AgentsXuhui Zhou, Hao Zhu, Leena Mathur, et al.2023 · 127 citations
  69. Time Travel in LLMs: Tracing Data Contamination in Large Language ModelsShahriar Golchin, Mihai Surdeanu2023 · 127 citations
  70. ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI ConversationZi Lin, Zihan Wang, Yongqi Tong, et al.2023 · 127 citations
  71. Bitext Mining Using Distilled Sentence Representations for Low-Resource LanguagesKevin Heffernan, Onur Çelebi, Holger Schwenk2022 · 127 citations
  72. NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment AnalysisShamsuddeen Hassan Muhammad, David Ifeoluwa Adelani, Sebastian Ruder, et al.2022 · 127 citations
  73. Arabic aspect based sentiment analysis using bidirectional GRU based modelsMohammed M.Abdelgwad, Taysir Hassan A Soliman, Ahmed I.Taloba, et al.2021 · 127 citations
  74. Can Language Models be Biomedical Knowledge Bases?Mujeen Sung, Jinhyuk Lee, Sean Yi, et al.2021 · 127 citations
  75. Efficient Nearest Neighbor Language ModelsJunxian He, Graham Neubig, Taylor Berg-Kirkpatrick2021 · 127 citations
  76. Exposing the limits of Zero-shot Cross-lingual Hate Speech DetectionDebora Nozza2021 · 127 citations
  77. Generalization in NLI: Ways (Not) To Go Beyond Simple HeuristicsPrajjwal Bhargava, Aleksandr Drozd, Anna Rogers2021 · 127 citations
  78. Zero-shot Event Extraction via Transfer Learning: Challenges and InsightsQing Lyu, Hongming Zhang, Elior Sulem, et al.2021 · 127 citations
  79. ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual CorporaXuan Ouyang, Shuohuan Wang, Chao Pang, et al.2020 · 127 citations
  80. Keep CALM and Explore: Language Models for Action Generation in Text-based GamesShunyu Yao, Rohan Rao, Matthew Hausknecht, et al.2020 · 127 citations
  81. Open-Domain Question AnsweringDanqi Chen, Wen-tau Yih2020 · 127 citations
  82. Interpretable Neural Predictions with Differentiable Binary VariablesJasmijn Bastings, Wilker Aziz, Ivan Titov2019 · 127 citations
  83. The RepEval 2017 Shared Task: Multi-Genre Natural Language Inference with Sentence RepresentationsNikita Nangia, Adina Williams, Angeliki Lazaridou, et al.2017 · 127 citations
  84. Efficient Inference and Structured Learning for Semantic Role LabelingOscar Täckström, Kuzman Ganchev, Dipanjan Das2015 · 127 citations
  85. Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech ActsJiwei Li, Alan Ritter, Claire Cardie, et al.2014 · 127 citations
  86. Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser OutputJonathan K. Kummerfeld, David Hall, James R. Curran, et al.2012 · 127 citations
  87. Assisting in Writing Wikipedia-like Articles From Scratch with Large Language ModelsYijia Shao, Yucheng Jiang, Theodore Kanell, et al.2024 · 126 citations
  88. SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware DecodingZhangchen Xu, Fengqing Jiang, Luyao Niu, et al.2024 · 126 citations
  89. Scaling Sentence Embeddings with Large Language ModelsTing Jiang, Shaohan Huang, Zhongzhi Luan, et al.2024 · 126 citations
  90. Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error DetectorsLiyan Tang, Tanya Goyal, Alex Fabbri, et al.2023 · 126 citations
  91. Knowledge Unlearning for Mitigating Privacy Risks in Language ModelsJoel Jang, Dongkeun Yoon, Sohee Yang, et al.2022 · 126 citations
  92. XLM-E: Cross-lingual Language Model Pre-training via ELECTRAZewen Chi, Shaohan Huang, Li Dong, et al.2022 · 126 citations
  93. A Recipe For Arbitrary Text Style Transfer with Large Language ModelsEmily Reif, Daphne Ippolito, Ann Yuan, et al.2021 · 126 citations
  94. Learning Dense Representations of Phrases at ScaleJinhyuk Lee, Mujeen Sung, Jaewoo Kang, et al.2021 · 126 citations
  95. Grammar Error Correction in Morphologically Rich Languages: The Case of RussianAlla Rozovskaya, Dan Roth2019 · 126 citations
  96. Cancelling the Maxim of Quantity: Another challenge for a Gricean theory of Scalar ImplicaturesDanny Fox2014 · 126 citations
  97. InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context MemoryChaojun Xiao, Pengle Zhang, Xu Han, et al.2024 · 125 citations
  98. OpenWebMath: An Open Dataset of High-Quality Mathematical Web TextKeiran Paster, Marco Dos Santos, Zhangir Azerbayev, et al.2023 · 125 citations
  99. XuanYuan 2.0: A Large Chinese Financial Chat Model with Hundreds of Billions ParametersXuanyu Zhang, Qing Yang, Dongliang Xu2023 · 125 citations
  100. Boosting Neural Machine Translation with Similar TranslationsJitao Xu, Josep Crego, Jean Senellart2020 · 125 citations

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