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🤖 Artificial Intelligence

8,885 papers · page 15 of 90 · 1326–1425 · 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. COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared TaskRicardo Rei, José G. C. de Souza, Duarte Alves, et al.2022 · 433 citations
  2. Unsupervised Statistical Machine TranslationMikel Artetxe, Gorka Labaka, Eneko Agirre2018 · 433 citations
  3. PATTY: A Taxonomy of Relational Patterns with Semantic TypesNdapandula Nakashole, Gerhard Weikum, Fabian Suchanek2012 · 433 citations
  4. Document-Level Event Argument Extraction by Conditional GenerationSha Li, Heng Ji, Jiawei Han2021 · 432 citations
  5. Analyzing the Structure of Attention in a Transformer Language ModelJesse Vig, Yonatan Belinkov2019 · 432 citations
  6. Word-Based Dialog State Tracking with Recurrent Neural NetworksMatthew Henderson, Blaise Thomson, Steve Young2014 · 432 citations
  7. Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot FlyNora Kassner, Hinrich Schütze2020 · 431 citations
  8. Computational Generation of Referring Expressions: A SurveyEmiel Krahmer, Kees van Deemter2012 · 431 citations
  9. Extended Constituent-to-Dependency Conversion for EnglishRichard Johansson, Pierre Nugues2007 · 431 citations
  10. A Conditional Random Field Word Segmenter for Sighan Bakeoff 2005Huihsin Tseng, Pichuan Chang, Galen Andrew, et al.2005 · 431 citations
  11. Text Chunking using Transformation-Based LearningLance Ramshaw, Mitch Marcus1995 · 431 citations
  12. Experience Grounds LanguageYonatan Bisk, Ari Holtzman, Jesse Thomason, et al.2020 · 430 citations
  13. A general framework for information extraction using dynamic span graphsYi Luan, Dave Wadden, Luheng He, et al.2019 · 430 citations
  14. A Unigram Orientation Model for Statistical Machine TranslationChristoph Tillmann2004 · 430 citations
  15. Empirical Studies on the Disambiguation of Cue PhrasesJulia Hirschberg, Diane Litman1993 · 430 citations
  16. Dual Graph Convolutional Networks for Aspect-based Sentiment AnalysisRuifan Li, Hao Chen, Fangxiang Feng, et al.2021 · 429 citations
  17. Ethical and social risks of harm from Language ModelsLaura Weidinger, John Mellor, Maribeth Rauh, et al.2021 · 429 citations
  18. MasakhaNER: Named Entity Recognition for African LanguagesDavid Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al.2021 · 429 citations
  19. SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumoursLeon Derczynski, Kalina Bontcheva, Maria Liakata, et al.2017 · 429 citations
  20. How we BLESSed distributional semantic evaluationMarco Baroni, Alessandro Lenci2011 · 429 citations
  21. Integrating Subject Field Codes into WordNetBernardo Magnini, Gabriela Cavaglià2000 · 429 citations
  22. C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation ModelsYuzhen Huang, Yuzhuo Bai, Zhihao Zhu, et al.2023 · 428 citations
  23. Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence ArchitecturesWenqiang Lei, Xisen Jin, Min-Yen Kan, et al.2018 · 428 citations
  24. The Internal State of an LLM Knows When It's LyingAmos Azaria, Tom Mitchell2023 · 427 citations
  25. Controlling Linguistic Style Aspects in Neural Language GenerationJessica Ficler, Yoav Goldberg2017 · 427 citations
  26. Offline bilingual word vectors, orthogonal transformations and the inverted softmaxSamuel L. Smith, David H. P. Turban, Steven Hamblin, et al.2017 · 427 citations
  27. Adversarial Training Methods for Semi-Supervised Text ClassificationTakeru Miyato, Andrew M. Dai, Ian Goodfellow2016 · 427 citations
  28. Joint Learning of the Embedding of Words and Entities for Named Entity DisambiguationIkuya Yamada, Hiroyuki Shindo, Hideaki Takeda, et al.2016 · 427 citations
  29. Natural Language Inference by Tree-Based Convolution and Heuristic MatchingLili Mou, Rui Men, Ge Li, et al.2016 · 427 citations
  30. Learning Bilingual Lexicons from Monolingual CorporaAria Haghighi, Percy Liang, Taylor Berg-Kirkpatrick, et al.2008 · 427 citations
  31. Benchmarking Retrieval-Augmented Generation for MedicineGuangzhi Xiong, Qiao Jin, Zhiyong Lu, et al.2024 · 426 citations
  32. Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingSebastian Hofstatter, Sheng-Chieh Lin, Jheng-Hong Yang, et al.2021 · 426 citations
  33. Low-Dimensional Hyperbolic Knowledge Graph EmbeddingsInes Chami, Adva Wolf, Da-Cheng Juan, et al.2020 · 426 citations
  34. Generating Phrasal and Sentential Paraphrases: A Survey of Data-Driven MethodsNitin Madnani, Bonnie J. Dorr2010 · 426 citations
  35. WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from WikipediaHolger Schwenk, Vishrav Chaudhary, Shuo Sun, et al.2019 · 425 citations
  36. Neural AMR: Sequence-to-Sequence Models for Parsing and GenerationIoannis Konstas, Srinivasan Iyer, Mark Yatskar, et al.2017 · 425 citations
  37. Using the Web to Obtain Frequencies for Unseen BigramsFrank Keller, Mirella Lapata2003 · 425 citations
  38. AlpacaFarm: A Simulation Framework for Methods that Learn from Human FeedbackYann Dubois, Xuechen Li, Rohan Taori, et al.2023 · 424 citations
  39. Pay Less Attention with Lightweight and Dynamic ConvolutionsFelix Wu, Angela Fan, Alexei Baevski, et al.2019 · 424 citations
  40. Controllable Abstractive SummarizationAngela Fan, David Grangier, Michael Auli2018 · 424 citations
  41. Empower Sequence Labeling with Task-Aware Neural Language ModelLiyuan Liu, Jingbo Shang, Frank F. Xu, et al.2017 · 424 citations
  42. Probabilistic Top-Down Parsing and Language ModelingBrian Roark2001 · 424 citations
  43. Automatic Detection of Text GenreBrett Kessler, Geoffrey Nunberg, Hinrich Schutze1997 · 424 citations
  44. Diffusion-LM Improves Controllable Text GenerationXiang Lisa Li, John Thickstun, Ishaan Gulrajani, et al.2022 · 423 citations
  45. Data Augmentation for Low-Resource Neural Machine TranslationMarzieh Fadaee, Arianna Bisazza, Christof Monz2017 · 423 citations
  46. Phrase Dependency Parsing for Opinion MiningYuanbin Wu, Qi Zhang, Xuanjing Huang, et al.2009 · 423 citations
  47. Text-Translation AlignmentMartin Kay, Martin Roscheisen1993 · 423 citations
  48. Security and Privacy Challenges of Large Language Models: A SurveyBadhan Chandra Das, M. Hadi Amini, Yanzhao Wu2024 · 422 citations
  49. Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied AgentsWenlong Huang, Pieter Abbeel, Deepak Pathak, et al.2022 · 422 citations
  50. The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive AnnotationJan-Christoph Klie, Michael Bugert, Beto Boullosa, et al.2018 · 422 citations
  51. Improving Coreference Resolution by Learning Entity-Level Distributed RepresentationsKevin Clark, Christopher D. Manning2016 · 422 citations
  52. Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLsJinyang Li, Binyuan Hui, Ge Qu, et al.2023 · 421 citations
  53. ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual LearningViet Dac Lai, Nghia Ngo, Amir Pouran Ben Veyseh, et al.2023 · 421 citations
  54. Are Sixteen Heads Really Better than One?Paul Michel, Omer Levy, Graham Neubig2019 · 421 citations
  55. Iterative Back-Translation for Neural Machine TranslationVu Cong Duy Hoang, Philipp Koehn, Gholamreza Haffari, et al.2018 · 421 citations
  56. Deal or No Deal? End-to-End Learning of Negotiation DialoguesMike Lewis, Denis Yarats, Yann Dauphin, et al.2017 · 421 citations
  57. Multi-Document Summarization By Sentence ExtractionJade Goldstein, Vibhu Mittal, Jaime Carbonell, et al.2000 · 421 citations
  58. Template-Based Named Entity Recognition Using BARTLeyang Cui, Yu Wu, Jian Liu, et al.2021 · 420 citations
  59. Event Extraction as Machine Reading ComprehensionJian Liu, Yubo Chen, Kang Liu, et al.2020 · 420 citations
  60. Optimizing Chinese Word Segmentation for Machine Translation PerformancePi-Chuan Chang, Michel Galley, Christopher D. Manning2008 · 420 citations
  61. Tailoring Continuous Word Representations for Dependency ParsingMohit Bansal, Kevin Gimpel, Karen Livescu2014 · 419 citations
  62. Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality MetricsArtidoro Pagnoni, Vidhisha Balachandran, Yulia Tsvetkov2021 · 418 citations
  63. Automatic sense prediction for implicit discourse relations in textEmily Pitler, Annie Louis, Ani Nenkova2009 · 418 citations
  64. Motivations and Methods for Text SimplificationR. Chandrasekar, Christine Doran, B. Srinivas1996 · 418 citations
  65. Harnessing Context Incongruity for Sarcasm DetectionAditya Joshi, Vinita Sharma, Pushpak Bhattacharyya2015 · 417 citations
  66. Measuring the Semantic Similarity of TextsCourtney Corley, Rada Mihalcea2005 · 417 citations
  67. Incrementality in Deterministic Dependency ParsingJoakim Nivre2004 · 417 citations
  68. Exploiting BERT for End-to-End Aspect-based Sentiment AnalysisXin Li, Lidong Bing, Wenxuan Zhang, et al.2019 · 416 citations
  69. Recognizing Stances in Ideological On-Line DebatesSwapna Somasundaran, Janyce Wiebe2010 · 416 citations
  70. Word Sense Disambiguation Improves Statistical Machine TranslationYee Seng Chan, Hwee Tou Ng, David Chiang2007 · 416 citations
  71. The Penn Discourse TreebankEleni Miltsakaki, Rashmi Prasad, Aravind Joshi, et al.2004 · 416 citations
  72. Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsAida Mostafazadeh Davani, Mark Díaz, Vinodkumar Prabhakaran2022 · 415 citations
  73. Weight Poisoning Attacks on Pretrained ModelsKeita Kurita, Paul Michel, Graham Neubig2020 · 415 citations
  74. CLPsych 2015 Shared Task: Depression and PTSD on TwitterGlen Coppersmith, Mark Dredze, Craig Harman, et al.2015 · 415 citations
  75. 75 Languages, 1 Model: Parsing Universal Dependencies UniversallyDan Kondratyuk, Milan Straka2019 · 414 citations
  76. Document-Level Neural Machine Translation with Hierarchical Attention NetworksLesly Miculicich, Dhananjay Ram, Nikolaos Pappas, et al.2018 · 414 citations
  77. Abusive Language Detection on Arabic Social MediaHamdy Mubarak, Kareem Darwish, Walid Magdy2017 · 414 citations
  78. Gender and Dialect Bias in YouTube's Automatic CaptionsRachael Tatman2017 · 414 citations
  79. Unsupervised Neural Machine TranslationMikel Artetxe, Gorka Labaka, Eneko Agirre, et al.2017 · 414 citations
  80. PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classificationEllie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, et al.2015 · 414 citations
  81. Kimi k1.5: Scaling Reinforcement Learning with LLMsKimi Team, Angang Du, Bofei Gao, et al.2025 · 413 citations
  82. MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text ClassificationJiaao Chen, Zichao Yang, Diyi Yang2020 · 413 citations
  83. Commonsense Knowledge Mining from Pretrained ModelsJoe Davison, Joshua Feldman, Alexander Rush2019 · 413 citations
  84. Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove ThemHila Gonen, Yoav Goldberg2019 · 413 citations
  85. Recognizing Implicit Discourse Relations in the Penn Discourse TreebankZiheng Lin, Min-Yen Kan, Hwee Tou Ng2009 · 413 citations
  86. Catching the Drift: Probabilistic Content Models, with Applications to Generation and SummarizationRegina Barzilay, Lillian Lee2004 · 413 citations
  87. A Stochastic Finite-State Word-Segmentation Algorithm for ChineseRichard W. Sproat, Chilin Shih, William Gale, et al.1996 · 413 citations
  88. An Estimate of an Upper Bound for the Entropy of EnglishPeter F. Brown, Stephen A. Della Pietra, Vincent J. Della Pietra, et al.1992 · 413 citations
  89. Training data-efficient image transformers & distillation through attentionHugo Touvron, Matthieu Cord, Matthijs Douze, et al.2020 · 412 citations
  90. Factual Probing Is [MASK]: Learning vs. Learning to RecallZexuan Zhong, Dan Friedman, Danqi Chen2021 · 411 citations
  91. SemEval-2019 Task 3: EmoContext Contextual Emotion Detection in TextAnkush Chatterjee, Kedhar Nath Narahari, Meghana Joshi, et al.2019 · 411 citations
  92. The CommitmentBank: Investigating projection in naturally occurring discourseMarie-Catherine de Marneffe, Mandy Simons, Judith Tonhauser2019 · 411 citations
  93. A Character-level Decoder without Explicit Segmentation for Neural Machine TranslationJunyoung Chung, Kyunghyun Cho, Yoshua Bengio2016 · 411 citations
  94. Frame-Semantic ParsingDipanjan Das, Desai Chen, André F. T. Martins, et al.2014 · 411 citations
  95. Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-ImprovementAn Yang, Beichen Zhang, Binyuan Hui, et al.2024 · 410 citations
  96. mPLUG-Owl: Modularization Empowers Large Language Models with MultimodalityQinghao Ye, Haiyang Xu, Guohai Xu, et al.2023 · 410 citations
  97. KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social MediaAli Safaya, Moutasem Abdullatif, Deniz Yuret2020 · 410 citations
  98. Multilingual and Multi-Aspect Hate Speech AnalysisNedjma Ousidhoum, Zizheng Lin, Hongming Zhang, et al.2019 · 410 citations
  99. Multi-Turn Response Selection for Chatbots with Deep Attention Matching NetworkXiangyang Zhou, Lu Li, Daxiang Dong, et al.2018 · 410 citations
  100. Lattice-based Minimum Error Rate Training for Statistical Machine TranslationWolfgang Macherey, Franz Och, Ignacio Thayer, et al.2008 · 410 citations

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