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🤖 Artificial Intelligence

8,886 papers · page 11 of 90 · 926–1025 · 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)

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  1. A simple neural network module for relational reasoningAdam Santoro, David Raposo, David G. T. Barrett, et al.2017 · 593 citations
  2. Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to ActionsYoav Artzi, Luke Zettlemoyer2013 · 593 citations
  3. The Flan Collection: Designing Data and Methods for Effective Instruction TuningShayne Longpre, Le Hou, Tu Vu, et al.2023 · 592 citations
  4. Deep Semantic Role Labeling: What Works and What's NextLuheng He, Kenton Lee, Mike Lewis, et al.2017 · 592 citations
  5. Relation Extraction: Perspective from Convolutional Neural NetworksThien Huu Nguyen, Ralph Grishman2015 · 592 citations
  6. Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction TasksYossi Adi, Einat Kermany, Yonatan Belinkov, et al.2016 · 591 citations
  7. Fine-grained Opinion Mining with Recurrent Neural Networks and Word EmbeddingsPengfei Liu, Shafiq Joty, Helen Meng2015 · 590 citations
  8. Automatic Keyphrase Extraction: A Survey of the State of the ArtKazi Saidul Hasan, Vincent Ng2014 · 590 citations
  9. Evaluating Gender Bias in Machine TranslationGabriel Stanovsky, Noah A. Smith, Luke Zettlemoyer2019 · 589 citations
  10. Measuring Bias in Contextualized Word RepresentationsKeita Kurita, Nidhi Vyas, Ayush Pareek, et al.2019 · 588 citations
  11. What do you learn from context? Probing for sentence structure in contextualized word representationsIan Tenney, Patrick Xia, Berlin Chen, et al.2019 · 588 citations
  12. DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment AnalysisChristos Baziotis, Nikos Pelekis, Christos Doulkeridis2017 · 588 citations
  13. PAWS: Paraphrase Adversaries from Word ScramblingYuan Zhang, Jason Baldridge, Luheng He2019 · 587 citations
  14. Dissecting Contextual Word Embeddings: Architecture and RepresentationMatthew E. Peters, Mark Neumann, Luke Zettlemoyer, et al.2018 · 587 citations
  15. Lexical Normalisation of Short Text Messages: Makn Sens a #twitterBo Han, Timothy Baldwin2011 · 587 citations
  16. Instruction-Following Evaluation for Large Language ModelsJeffrey Zhou, Tianjian Lu, Swaroop Mishra, et al.2023 · 586 citations
  17. QANet: Combining Local Convolution with Global Self-Attention for Reading ComprehensionAdams Wei Yu, David Dohan, Minh-Thang Luong, et al.2018 · 586 citations
  18. Deep multi-task learning with low level tasks supervised at lower layersAnders Søgaard, Yoav Goldberg2016 · 586 citations
  19. Chinese Segmentation and New Word Detection using Conditional Random FieldsFuchun Peng, Fangfang Feng, Andrew McCallum2004 · 586 citations
  20. The Automated Acquisition of Topic Signatures for Text SummarizationChin-Yew Lin, Eduard Hovy2000 · 586 citations
  21. A Robustly Optimized BERT Pre-training Approach with Post-trainingLiu Zhuang, Lin Wayne, Shi Ya, et al.2021 · 585 citations
  22. Minimum Bayes-Risk Decoding for Statistical Machine TranslationShankar Kumar, William Byrne2004 · 585 citations
  23. s1: Simple test-time scalingNiklas Muennighoff, Zitong Yang, Weijia Shi, et al.2025 · 584 citations
  24. AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent ConversationQingyun Wu, Gagan Bansal, Jieyu Zhang, et al.2023 · 584 citations
  25. Hate Speech Dataset from a White Supremacy ForumOna de Gibert, Naiara Perez, Aitor García-Pablos, et al.2018 · 583 citations
  26. Top Accuracy and Fast Dependency Parsing is not a ContradictionBernd Bohnet2010 · 583 citations
  27. Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style TransferSudha Rao, Joel Tetreault2018 · 582 citations
  28. Unsupervised Large-Vocabulary Word Sense Disambiguation with Graph-based Algorithms for Sequence Data LabelingRada Mihalcea2005 · 582 citations
  29. Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text ModelsJianmo Ni, Gustavo Hernandez Abrego, Noah Constant, et al.2021 · 581 citations
  30. Towards a Human-like Open-Domain ChatbotDaniel Adiwardana, Minh-Thang Luong, David R. So, et al.2020 · 581 citations
  31. Dynamic Coattention Networks For Question AnsweringCaiming Xiong, Victor Zhong, Richard Socher2016 · 581 citations
  32. Racial Bias in Hate Speech and Abusive Language Detection DatasetsThomas Davidson, Debasmita Bhattacharya, Ingmar Weber2019 · 580 citations
  33. The WebNLG Challenge: Generating Text from RDF DataClaire Gardent, Anastasia Shimorina, Shashi Narayan, et al.2017 · 580 citations
  34. Solving General Arithmetic Word ProblemsSubhro Roy, Dan Roth2015 · 580 citations
  35. Learning subjective nouns using extraction pattern bootstrappingEllen Riloff, Janyce Wiebe, Theresa Wilson2003 · 580 citations
  36. Refining Event Extraction through Cross-Document InferenceHeng Ji, Ralph Grishman2008 · 577 citations
  37. Improving Machine Translation Performance by Exploiting Non-Parallel CorporaDragos Stefan Munteanu, Daniel Marcu2005 · 577 citations
  38. Relation Classification via Multi-Level Attention CNNsLinlin Wang, Zhu Cao, Gerard de Melo, et al.2016 · 576 citations
  39. Minimum Risk Training for Neural Machine TranslationShiqi Shen, Yong Cheng, Zhongjun He, et al.2015 · 576 citations
  40. An efficient framework for learning sentence representationsLajanugen Logeswaran, Honglak Lee2018 · 575 citations
  41. Examining Gender and Race Bias in Two Hundred Sentiment Analysis SystemsSvetlana Kiritchenko, Saif Mohammad2018 · 574 citations
  42. Multi-grained Attention Network for Aspect-Level Sentiment ClassificationFeifan Fan, Yansong Feng, Dongyan Zhao2018 · 573 citations
  43. A Hierarchical Bayesian Language Model Based On Pitman-Yor ProcessesYee Whye Teh2006 · 573 citations
  44. ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech DetectionThomas Hartvigsen, Saadia Gabriel, Hamid Palangi, et al.2022 · 571 citations
  45. PhoBERT: Pre-trained language models for VietnameseDat Quoc Nguyen, Anh Tuan Nguyen2020 · 571 citations
  46. AudioLM: a Language Modeling Approach to Audio GenerationZalan Borsos, Raphael Marinier, Damien Vincent, et al.2022 · 570 citations
  47. Multilingual Universal Sentence Encoder for Semantic RetrievalYinfei Yang, Daniel Cer, Amin Ahmad, et al.2020 · 570 citations
  48. An Unsupervised Aspect-Sentiment Model for Online ReviewsSamuel Brody, Noemie Elhadad2010 · 570 citations
  49. Extractive Summarization as Text MatchingMing Zhong, Pengfei Liu, Yiran Chen, et al.2020 · 569 citations
  50. A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsVikas Yadav, Steven Bethard2018 · 569 citations
  51. Collecting Image Annotations Using Amazon's Mechanical TurkCyrus Rashtchian, Peter Young, Micah Hodosh, et al.2010 · 569 citations
  52. Representing Text ChunksErik F. Tjong Kim Sang, Jorn Veenstra1999 · 569 citations
  53. Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought PromptingMiles Turpin, Julian Michael, Ethan Perez, et al.2023 · 568 citations
  54. Learning How to Ask: Querying LMs with Mixtures of Soft PromptsGuanghui Qin, Jason Eisner2021 · 568 citations
  55. Massive Exploration of Neural Machine Translation ArchitecturesDenny Britz, Anna Goldie, Minh-Thang Luong, et al.2017 · 568 citations
  56. Sentence Simplification with Deep Reinforcement LearningXingxing Zhang, Mirella Lapata2017 · 568 citations
  57. Incremental Parsing with the Perceptron AlgorithmMichael Collins, Brian Roark2004 · 568 citations
  58. Development and Use of a Gold-Standard Data Set for Subjectivity ClassificationsJanyce M. Wiebe, Rebecca F. Bruce, Thomas P. O'Hara1999 · 568 citations
  59. Plug and Play Language Models: A Simple Approach to Controlled Text GenerationSumanth Dathathri, Andrea Madotto, Janice Lan, et al.2019 · 567 citations
  60. Supertagging: An Approach to Almost ParsingSrinivas Bangalore, Aravind K. Joshi1999 · 567 citations
  61. ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIsYujia Qin, Shihao Liang, Yining Ye, et al.2023 · 566 citations
  62. Parallel Implementations of Word Alignment ToolQin Gao, Stephan Vogel2008 · 566 citations
  63. Improving Factuality and Reasoning in Language Models through Multiagent DebateYilun Du, Shuang Li, Antonio Torralba, et al.2023 · 565 citations
  64. Galactica: A Large Language Model for ScienceRoss Taylor, Marcin Kardas, Guillem Cucurull, et al.2022 · 565 citations
  65. AGIEval: A Human-Centric Benchmark for Evaluating Foundation ModelsWanjun Zhong, Ruixiang Cui, Yiduo Guo, et al.2024 · 564 citations
  66. LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language ModelsChan Hee Song, Jiaman Wu, Clayton Washington, et al.2022 · 564 citations
  67. Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment AnalysisWei Han, Hui Chen, Soujanya Poria2021 · 564 citations
  68. Large Language Models Can Self-ImproveJiaxin Huang, Shixiang Gu, Le Hou, et al.2023 · 563 citations
  69. Leveraging Pre-trained Checkpoints for Sequence Generation TasksSascha Rothe, Shashi Narayan, Aliaksei Severyn2019 · 563 citations
  70. MIND: A Large-scale Dataset for News RecommendationFangzhao Wu, Ying Qiao, Jiun-Hung Chen, et al.2020 · 562 citations
  71. Unsupervised Modeling of Twitter ConversationsAlan Ritter, Colin Cherry, Bill Dolan2010 · 561 citations
  72. Finding Parts in Very Large CorporaMatthew Berland, Eugene Charniak1999 · 561 citations
  73. Extracting Opinions, Opinion Holders, and Topics Expressed in Online News Media TextSoo-Min Kim, Eduard Hovy2006 · 560 citations
  74. The Fisher Corpus: a Resource for the Next Generations of Speech-to-TextChristopher Cieri, David Miller, Kevin Walker2004 · 560 citations
  75. Sentence Level Discourse Parsing using Syntactic and Lexical InformationRadu Soricut, Daniel Marcu2003 · 560 citations
  76. A Categorical Archive of ChatGPT FailuresAli Borji2023 · 558 citations
  77. Neural Legal Judgment Prediction in EnglishIlias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras2019 · 558 citations
  78. Neural Text Summarization: A Critical EvaluationWojciech Kryscinski, Nitish Shirish Keskar, Bryan McCann, et al.2019 · 558 citations
  79. Simple and Effective Multi-Paragraph Reading ComprehensionChristopher Clark, Matt Gardner2017 · 558 citations
  80. MetaMath: Bootstrap Your Own Mathematical Questions for Large Language ModelsLonghui Yu, Weisen Jiang, Han Shi, et al.2023 · 556 citations
  81. Massively Multilingual Neural Machine Translation in the Wild: Findings and ChallengesNaveen Arivazhagan, Ankur Bapna, Orhan Firat, et al.2019 · 556 citations
  82. gpt-oss-120b & gpt-oss-20b Model CardOpenAI: Sandhini Agarwal, Lama Ahmad, Jason Ai, et al.2025 · 555 citations
  83. Style Transfer Through Back-TranslationShrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, et al.2018 · 555 citations
  84. Event Detection and Domain Adaptation with Convolutional Neural NetworksThien Huu Nguyen, Ralph Grishman2015 · 555 citations
  85. A Monolingual Tree-based Translation Model for Sentence SimplificationZhemin Zhu, Delphine Bernhard, Iryna Gurevych2010 · 555 citations
  86. Reducing Transformer Depth on Demand with Structured DropoutAngela Fan, Edouard Grave, Armand Joulin2019 · 554 citations
  87. The Best of Both Worlds: Combining Recent Advances in Neural Machine TranslationMia Xu Chen, Orhan Firat, Ankur Bapna, et al.2018 · 554 citations
  88. Cross-Sentence N-ary Relation Extraction with Graph LSTMsNanyun Peng, Hoifung Poon, Chris Quirk, et al.2017 · 554 citations
  89. How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and DetectionBiyang Guo, Xin Zhang, Ziyuan Wang, et al.2023 · 553 citations
  90. XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralizationJunjie Hu, Sebastian Ruder, Aditya Siddhant, et al.2020 · 552 citations
  91. Learning to Compose Neural Networks for Question AnsweringJacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2016 · 552 citations
  92. Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative RefinementJason Lee, Elman Mansimov, Kyunghyun Cho2018 · 551 citations
  93. Fully Character-Level Neural Machine Translation without Explicit SegmentationJason Lee, Kyunghyun Cho, Thomas Hofmann2017 · 551 citations
  94. Batch Tuning Strategies for Statistical Machine TranslationColin Cherry, George Foster2012 · 549 citations
  95. Dependency Treelet Translation: Syntactically Informed Phrasal SMTChris Quirk, Arul Menezes, Colin Cherry2005 · 549 citations
  96. Sentence Fusion for Multidocument News SummarizationRegina Barzilay, Kathleen R. McKeown2005 · 549 citations
  97. Qwen2.5-Coder Technical ReportBinyuan Hui, Jian Yang, Zeyu Cui, et al.2024 · 547 citations
  98. SearchQA: A New Q&A Dataset Augmented with Context from a Search EngineMatthew Dunn, Levent Sagun, Mike Higgins, et al.2017 · 547 citations
  99. What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical ExamsDi Jin, Eileen Pan, Nassim Oufattole, et al.2020 · 546 citations
  100. BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment AnalysisHu Xu, Bing Liu, Lei Shu, et al.2019 · 546 citations

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