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🤖 Artificial Intelligence

8,885 papers · page 17 of 90 · 1526–1625 · 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. CMMLU: Measuring massive multitask language understanding in ChineseHaonan Li, Yixuan Zhang, Fajri Koto, et al.2023 · 385 citations
  2. Gender and Representation Bias in GPT-3 Generated StoriesLi Lucy, David Bamman2021 · 385 citations
  3. German's Next Language ModelBranden Chan, Stefan Schweter, Timo Möller2020 · 385 citations
  4. A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language UnderstandingLibo Qin, Wanxiang Che, Yangming Li, et al.2019 · 385 citations
  5. Discourse-Aware Neural Extractive Text SummarizationJiacheng Xu, Zhe Gan, Yu Cheng, et al.2019 · 385 citations
  6. Pooled Contextualized Embeddings for Named Entity RecognitionAlan Akbik, Tanja Bergmann, Roland Vollgraf2019 · 385 citations
  7. Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling MechanismsDinghan Shen, Guoyin Wang, Wenlin Wang, et al.2018 · 385 citations
  8. Truth Is a Lie: Crowd Truth and the Seven Myths of Human AnnotationLora M. Aroyo, Chris Welty2015 · 385 citations
  9. Automatic Extraction of Subcategorization from CorporaTed Briscoe, John Carroll1997 · 385 citations
  10. ♫ MuSiQue: Multihop Questions via Single-hop Question CompositionHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot, et al.2022 · 384 citations
  11. UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-TrainingHangbo Bao, Li Dong, Furu Wei, et al.2020 · 384 citations
  12. Dialogue Natural Language InferenceSean Welleck, Jason Weston, Arthur Szlam, et al.2019 · 384 citations
  13. Enhancing Chat Language Models by Scaling High-quality Instructional ConversationsNing Ding, Yulin Chen, Bokai Xu, et al.2023 · 383 citations
  14. Query Rewriting in Retrieval-Augmented Large Language ModelsXinbei Ma, Yeyun Gong, Pengcheng He, et al.2023 · 383 citations
  15. Retrieval Augmentation Reduces Hallucination in ConversationKurt Shuster, Spencer Poff, Moya Chen, et al.2021 · 383 citations
  16. A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language ModelLibin Shen, Jinxi Xu, Ralph Weischedel2008 · 383 citations
  17. Open Sesame: Getting inside BERT's Linguistic KnowledgeYongjie Lin, Yi Chern Tan, Robert Frank2019 · 382 citations
  18. English Conversational Telephone Speech Recognition by Humans and MachinesGeorge Saon, Gakuto Kurata, Tom Sercu, et al.2017 · 382 citations
  19. Many Languages, One ParserWaleed Ammar, George Mulcaire, Miguel Ballesteros, et al.2016 · 382 citations
  20. Text Understanding with the Attention Sum Reader NetworkRudolf Kadlec, Martin Schmid, Ondrej Bajgar, et al.2016 · 382 citations
  21. Learning from Bullying Traces in Social MediaJun-Ming Xu, Kwang-Sung Jun, Xiaojin Zhu, et al.2012 · 382 citations
  22. Tokenization as the Initial Phase in NLPJonathan J. Webster, Chunyu Kit1992 · 382 citations
  23. A Survey on Model Compression for Large Language ModelsXunyu Zhu, Jian Li, Yong Liu, et al.2024 · 381 citations
  24. Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question ComplexitySoyeong Jeong, Jinheon Baek, Sukmin Cho, et al.2024 · 381 citations
  25. Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation SynergyZhihong Shao, Yeyun Gong, Yelong Shen, et al.2023 · 381 citations
  26. LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language ModelsNeel Guha; Julian Nyarko; Daniel E. Ho; Christopher Re; Adam Chilton; Aditya Narayana; Alex Chohlas-Wood; Austin Peters; Brandon Waldon; Daniel N. Rockmore; Diego Zambrano; Dmitry Talisman; Enam Hoque; Faiz Surani; Frank Fagan; Galit Sarfaty; Gregory M. Dickinson; Haggai Porat; Jason Hegland; Jessica Wu; Joe Nudell; Joel Niklaus; John Nay; Jonathan H. Choi; Kevin Tobia; Margaret Hagan; Megan Ma; Michael Livermore; Nikon Rasumov-Rahe; Nils Holzenberger; Noam Kolt; Peter Henderson; Sean Rehaag; Sharad Goel; Shang Gao; Spencer Williams; Sunny Gandhi; Tom Zur; Varun Iyer;, Zehua Li2023 · 381 citations
  27. PyTorch Distributed: Experiences on Accelerating Data Parallel TrainingShen Li, Yanli Zhao, Rohan Varma, et al.2020 · 381 citations
  28. ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading ComprehensionSheng Zhang, Xiaodong Liu, Jingjing Liu, et al.2018 · 381 citations
  29. ETC: Encoding Long and Structured Inputs in TransformersJoshua Ainslie, Santiago Ontañón, Chris Alberti, et al.2020 · 380 citations
  30. Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionGuoshun Nan, Zhijiang Guo, Ivan Sekulic, et al.2020 · 380 citations
  31. Chinese Poetry Generation with Recurrent Neural NetworksXingxing Zhang, Mirella Lapata2014 · 380 citations
  32. A fully Bayesian approach to unsupervised part-of-speech taggingSharon Goldwater, Tom Griffiths2007 · 380 citations
  33. A Joint Source-Channel Model for Machine TransliterationHaizhou Li, Min Zhang, Jian Su2004 · 380 citations
  34. Tulu 3: Pushing Frontiers in Open Language Model Post-TrainingNathan Lambert, Jacob Morrison, Valentina Pyatkin, et al.2024 · 379 citations
  35. Emerging Cross-lingual Structure in Pretrained Language ModelsAlexis Conneau, Shijie Wu, Haoran Li, et al.2020 · 379 citations
  36. Fine-Grained Analysis of Propaganda in News ArticlesGiovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, et al.2019 · 379 citations
  37. Tool Learning with Foundation ModelsYujia Qin, Shengding Hu, Yankai Lin, et al.2023 · 378 citations
  38. Towards General Text Embeddings with Multi-stage Contrastive LearningZehan Li, Xin Zhang, Yanzhao Zhang, et al.2023 · 378 citations
  39. FastBERT: a Self-distilling BERT with Adaptive Inference TimeWeijie Liu, Peng Zhou, Zhiruo Wang, et al.2020 · 378 citations
  40. A Neural Layered Model for Nested Named Entity RecognitionMeizhi Ju, Makoto Miwa, Sophia Ananiadou2018 · 378 citations
  41. HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual DataWenhu Chen, Hanwen Zha, Zhiyu Chen, et al.2020 · 377 citations
  42. Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention NetworksYao Zhao, Xiaochuan Ni, Yuanyuan Ding, et al.2018 · 377 citations
  43. Neural Machine Translation with Extended ContextJörg Tiedemann, Yves Scherrer2017 · 377 citations
  44. From Paraphrase Database to Compositional Paraphrase Model and BackJohn Wieting, Mohit Bansal, Kevin Gimpel, et al.2015 · 377 citations
  45. Extracting Relations with Integrated Information Using Kernel MethodsShubin Zhao, Ralph Grishman2005 · 377 citations
  46. Representing Discourse Coherence: A Corpus-Based StudyFlorian Wolf, Edward Gibson2005 · 377 citations
  47. Mind2Web: Towards a Generalist Agent for the WebXiang Deng, Yu Gu, Boyuan Zheng, et al.2023 · 376 citations
  48. Editing Models with Task ArithmeticGabriel Ilharco, Marco Tulio Ribeiro, Mitchell Wortsman, et al.2022 · 376 citations
  49. Transformers as Soft Reasoners over LanguagePeter Clark, Oyvind Tafjord, Kyle Richardson2020 · 376 citations
  50. Multilingual Models for Compositional Distributed SemanticsKarl Moritz Hermann, Phil Blunsom2014 · 376 citations
  51. A Scalable Global Model for SummarizationDan Gillick, Benoit Favre2009 · 376 citations
  52. MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionAdam Fisch, Alon Talmor, Robin Jia, et al.2019 · 375 citations
  53. CAIL2018: A Large-Scale Legal Dataset for Judgment PredictionChaojun Xiao, Haoxi Zhong, Zhipeng Guo, et al.2018 · 375 citations
  54. TopicRank: Graph-Based Topic Ranking for Keyphrase ExtractionAdrien Bougouin, Florian Boudin, Béatrice Daille2013 · 375 citations
  55. Crowdsourcing Translation: Professional Quality from Non-ProfessionalsOmar F. Zaidan, Chris Callison-Burch2011 · 375 citations
  56. Probabilistic CFG with Latent AnnotationsTakuya Matsuzaki, Yusuke Miyao, Jun'ichi Tsujii2005 · 375 citations
  57. A Watermark for Large Language ModelsJohn Kirchenbauer, Jonas Geiping, Yuxin Wen, et al.2023 · 374 citations
  58. A Dataset of Information-Seeking Questions and Answers Anchored in Research PapersPradeep Dasigi, Kyle Lo, Iz Beltagy, et al.2021 · 374 citations
  59. cdec: A Decoder, Alignment, and Learning Framework for Finite-State and Context-Free Translation ModelsChris Dyer, Adam Lopez, Juri Ganitkevitch, et al.2010 · 374 citations
  60. ChatDev: Communicative Agents for Software DevelopmentChen Qian, Wei Liu, Hongzhang Liu, et al.2023 · 373 citations
  61. CogVLM: Visual Expert for Pretrained Language ModelsWeihan Wang, Qingsong Lv, Wenmeng Yu, et al.2023 · 373 citations
  62. JW300: A Wide-Coverage Parallel Corpus for Low-Resource LanguagesŽeljko Agić, Ivan Vulić2019 · 373 citations
  63. A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and ApplicationsPranab Sahoo; Ayush Kumar Singh; Sriparna Saha; Vinija Jain; Samrat Mondal;, Aman Chadha2024 · 372 citations
  64. Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich MorphologyRan Zmigrod, Sabrina J. Mielke, Hanna Wallach, et al.2019 · 372 citations
  65. Knowledge-Enriched Transformer for Emotion Detection in Textual ConversationsPeixiang Zhong, Di Wang, Chunyan Miao2019 · 372 citations
  66. What makes a good conversation? How controllable attributes affect human judgmentsAbigail See, Stephen Roller, Douwe Kiela, et al.2019 · 372 citations
  67. Boosting Named Entity Recognition with Neural Character EmbeddingsCícero dos Santos, Victor Guimarães2015 · 372 citations
  68. Contextual Dependencies in Unsupervised Word SegmentationSharon Goldwater, Thomas L. Griffiths, Mark Johnson2006 · 372 citations
  69. SemEval-2020 Task 11: Detection of Propaganda Techniques in News ArticlesGiovanni Da San Martino, Alberto Barrón-Cedeño, Henning Wachsmuth, et al.2020 · 371 citations
  70. Improving Lexical Embeddings with Semantic KnowledgeMo Yu, Mark Dredze2014 · 371 citations
  71. Learning for Semantic Parsing with Statistical Machine TranslationYuk Wah Wong, Raymond Mooney2006 · 371 citations
  72. Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical ReasoningLiangming Pan, Alon Albalak, Xinyi Wang, et al.2023 · 370 citations
  73. Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event ExtractionYaojie Lu, Hongyu Lin, Jin Xu, et al.2021 · 370 citations
  74. Heterogeneous Graph Neural Networks for Extractive Document SummarizationDanqing Wang, Pengfei Liu, Yining Zheng, et al.2020 · 370 citations
  75. Position-Aware Tagging for Aspect Sentiment Triplet ExtractionLu Xu, Hao Li, Wei Lu, et al.2020 · 370 citations
  76. Invariant Risk MinimizationMartin Arjovsky, Léon Bottou, Ishaan Gulrajani, et al.2019 · 370 citations
  77. Massively Multilingual Neural Machine TranslationRoee Aharoni, Melvin Johnson, Orhan Firat2019 · 370 citations
  78. Question Generation for Question AnsweringNan Duan, Duyu Tang, Peng Chen, et al.2017 · 370 citations
  79. Metaphor Detection with Cross-Lingual Model TransferYulia Tsvetkov, Leonid Boytsov, Anatole Gershman, et al.2014 · 370 citations
  80. The CoNLL-2010 Shared Task: Learning to Detect Hedges and their Scope in Natural Language TextRichárd Farkas, Veronika Vincze, György Móra, et al.2010 · 370 citations
  81. Llama Guard: LLM-based Input-Output Safeguard for Human-AI ConversationsHakan Inan, Kartikeya Upasani, Jianfeng Chi, et al.2023 · 369 citations
  82. Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social GoodXuewei Wang, Weiyan Shi, Richard Kim, et al.2019 · 369 citations
  83. Training Tips for the Transformer ModelMartin Popel, Ondřej Bojar2018 · 369 citations
  84. WASSA-2017 Shared Task on Emotion IntensitySaif Mohammad, Felipe Bravo-Marquez2017 · 369 citations
  85. Political Ideology Detection Using Recursive Neural NetworksMohit Iyyer, Peter Enns, Jordan Boyd-Graber, et al.2014 · 369 citations
  86. Intricacies of Collins' Parsing ModelDaniel M. Bikel2004 · 369 citations
  87. Large Language Models Are Reasoning TeachersNamgyu Ho, Laura Schmid, Se-Young Yun2023 · 368 citations
  88. VILA: On Pre-training for Visual Language ModelsJi Lin, Hongxu Yin, Wei Ping, et al.2023 · 368 citations
  89. An Analysis of Encoder Representations in Transformer-Based Machine TranslationAlessandro Raganato, Jörg Tiedemann2018 · 368 citations
  90. Improving the Transformer Translation Model with Document-Level ContextJiacheng Zhang, Huanbo Luan, Maosong Sun, et al.2018 · 368 citations
  91. Pointwise Prediction for Robust, Adaptable Japanese Morphological AnalysisGraham Neubig, Yosuke Nakata, Shinsuke Mori2011 · 368 citations
  92. An Evaluation Tool for Machine Translation: Fast Evaluation for MT ResearchSonja Nießen, Franz Josef Och, Gregor Leusch, et al.2000 · 368 citations
  93. A Latent Variable Model Approach to PMI-based Word EmbeddingsSanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2016 · 367 citations
  94. A Survey on Large Language Models for Code GenerationJuyong Jiang, Fan Wang, Jiasi Shen, et al.2024 · 366 citations
  95. Augmented Language Models: a SurveyGrégoire Mialon, Roberto Dessì, Maria Lomeli, et al.2023 · 366 citations
  96. WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-InstructHaipeng Luo, Qingfeng Sun, Can Xu, et al.2023 · 366 citations
  97. Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic CoherenceFederico Bianchi, Silvia Terragni, Dirk Hovy2021 · 366 citations
  98. Name Tagging with Word Clusters and Discriminative TrainingScott Miller, Jethran Guinness, Alex Zamanian2004 · 366 citations
  99. Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language DetectionMaarten Sap, Swabha Swayamdipta, Laura Vianna, et al.2022 · 365 citations
  100. Latent Hatred: A Benchmark for Understanding Implicit Hate SpeechMai ElSherief, Caleb Ziems, David Muchlinski, et al.2021 · 365 citations

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