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🤖 Artificial Intelligence

8,885 papers · page 18 of 90 · 1626–1725 · 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)

1 … 10 … 17 18 19 20 … 90

  1. The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language ModelsGo Inoue, Bashar Alhafni, Nurpeiis Baimukan, et al.2021 · 365 citations
  2. GlossBERT: BERT for Word Sense Disambiguation with Gloss KnowledgeLuyao Huang, Chi Sun, Xipeng Qiu, et al.2019 · 365 citations
  3. Attention-based Recurrent Convolutional Neural Network for Automatic Essay ScoringFei Dong, Yue Zhang, Jie Yang2017 · 365 citations
  4. The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and EvaluationBarbara Plank2022 · 364 citations
  5. Identifying and Reducing Gender Bias in Word-Level Language ModelsShikha Bordia, Samuel R. Bowman2019 · 364 citations
  6. Combining Language and Vision with a Multimodal Skip-gram ModelAngeliki Lazaridou, Nghia The Pham, Marco Baroni2015 · 364 citations
  7. A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency ParsingBernd Bohnet, Joakim Nivre2012 · 364 citations
  8. Adaptive Attention Span in TransformersSainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski, et al.2019 · 363 citations
  9. The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–EnglishFrancisco Guzmán, Peng-Jen Chen, Myle Ott, et al.2019 · 363 citations
  10. The AI Scientist: Towards Fully Automated Open-Ended Scientific DiscoveryChris Lu, Cong Lu, Robert Tjarko Lange, et al.2024 · 362 citations
  11. Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text ClassificationShengding Hu, Ning Ding, Huadong Wang, et al.2022 · 362 citations
  12. Revisiting Few-sample BERT Fine-tuningTianyi Zhang, Felix Wu, Arzoo Katiyar, et al.2020 · 362 citations
  13. Linked Data Quality of DBpedia, Freebase, OpenCyc, Wikidata, and YAGOMichael Färber, Frederic Bartscherer, Carsten Menne, et al.2018 · 362 citations
  14. TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueChien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.2020 · 361 citations
  15. How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular BenchmarksDivyansh Kaushik, Zachary C. Lipton2018 · 361 citations
  16. A Statistical Model for Domain-Independent Text SegmentationMasao Utiyama, Hitoshi Isahara2001 · 361 citations
  17. BERTje: A Dutch BERT ModelWietse de Vries, Andreas van Cranenburgh, Arianna Bisazza, et al.2019 · 360 citations
  18. HotFlip: White-Box Adversarial Examples for Text ClassificationJavid Ebrahimi, Anyi Rao, Daniel Lowd, et al.2018 · 360 citations
  19. Visual Attention Model for Name Tagging in Multimodal Social MediaDi Lu, Leonardo Neves, Vitor Carvalho, et al.2018 · 360 citations
  20. emoji2vec: Learning Emoji Representations from their DescriptionBen Eisner, Tim Rocktäschel, Isabelle Augenstein, et al.2016 · 360 citations
  21. Scaling Semantic Parsers with On-the-Fly Ontology MatchingTom Kwiatkowski, Eunsol Choi, Yoav Artzi, et al.2013 · 360 citations
  22. Maximum Entropy Based Phrase Reordering Model for Statistical Machine TranslationDeyi Xiong, Qun Liu, Shouxun Lin2006 · 360 citations
  23. Tracking Point of View in NarrativeJanyce M. Wiebe1994 · 360 citations
  24. Datasets: A Community Library for Natural Language ProcessingQuentin Lhoest, Albert Villanova del Moral, Yacine Jernite, et al.2021 · 359 citations
  25. Adversarial Training for Unsupervised Bilingual Lexicon InductionMeng Zhang, Yang Liu, Huanbo Luan, et al.2017 · 359 citations
  26. Question Answering on Freebase via Relation Extraction and Textual EvidenceKun Xu, Siva Reddy, Yansong Feng, et al.2016 · 359 citations
  27. The Media Frames Corpus: Annotations of Frames Across IssuesDallas Card, Amber E. Boydstun, Justin H. Gross, et al.2015 · 359 citations
  28. A Unified Model for Word Sense Representation and DisambiguationXinxiong Chen, Zhiyuan Liu, Maosong Sun2014 · 359 citations
  29. Random Walks for Knowledge-Based Word Sense DisambiguationEneko Agirre, Oier López de Lacalle, Aitor Soroa2014 · 359 citations
  30. Varieties of conventional implicatureElin McCready2010 · 359 citations
  31. Arabic Preprocessing Schemes for Statistical Machine TranslationNizar Habash, Fatiha Sadat2006 · 359 citations
  32. Orca: Progressive Learning from Complex Explanation Traces of GPT-4Subhabrata Mukherjee, Arindam Mitra, Ganesh Jawahar, et al.2023 · 358 citations
  33. Unnatural Instructions: Tuning Language Models with (Almost) No Human LaborOr Honovich, Thomas Scialom, Omer Levy, et al.2023 · 358 citations
  34. BRIO: Bringing Order to Abstractive SummarizationYixin Liu, Pengfei Liu, Dragomir Radev, et al.2022 · 358 citations
  35. Mind the GAP: A Balanced Corpus of Gendered Ambiguous PronounsKellie Webster, Marta Recasens, Vera Axelrod, et al.2018 · 358 citations
  36. Universal Neural Machine Translation for Extremely Low Resource LanguagesJiatao Gu, Hany Hassan, Jacob Devlin, et al.2018 · 358 citations
  37. Experiments with a Higher-Order Projective Dependency ParserXavier Carreras2007 · 358 citations
  38. Parameter-Efficient Transfer Learning with Diff PruningDemi Guo, Alexander Rush, Yoon Kim2021 · 357 citations
  39. Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentenceChi Sun, Luyao Huang, Xipeng Qiu2019 · 357 citations
  40. Adversarial Removal of Demographic Attributes from Text DataYanai Elazar, Yoav Goldberg2018 · 357 citations
  41. Non-Projective Dependency Parsing in Expected Linear TimeJoakim Nivre2009 · 357 citations
  42. Robust Pronoun Resolution with Limited KnowledgeRuslan Mitkov1998 · 357 citations
  43. XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and GenerationYaobo Liang, Nan Duan, Yeyun Gong, et al.2020 · 356 citations
  44. CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEBHolger Schwenk, Guillaume Wenzek, Sergey Edunov, et al.2019 · 356 citations
  45. Multilingual Constituency Parsing with Self-Attention and Pre-TrainingNikita Kitaev, Steven Cao, Dan Klein2019 · 356 citations
  46. Edinburgh Neural Machine Translation Systems for WMT 16Rico Sennrich, Barry Haddow, Alexandra Birch2016 · 356 citations
  47. A Phrase-Based Statistical Model for SMS Text NormalizationAiTi Aw, Min Zhang, Juan Xiao, et al.2006 · 356 citations
  48. Probabilistic Text Structuring: Experiments with Sentence OrderingMirella Lapata2003 · 356 citations
  49. Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and InferenceBenjamin Warner, Antoine Chaffin, Benjamin Clavié, et al.2024 · 355 citations
  50. Towards Understanding Sycophancy in Language ModelsMrinank Sharma, Meg Tong, Tomasz Korbak, et al.2023 · 355 citations
  51. Synthetic QA Corpora Generation with Roundtrip ConsistencyChris Alberti, Daniel Andor, Emily Pitler, et al.2019 · 355 citations
  52. Averaging Weights Leads to Wider Optima and Better GeneralizationPavel Izmailov, Dmitrii Podoprikhin, Timur Garipov, et al.2018 · 355 citations
  53. Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated FeedbackBaolin Peng, Michel Galley, Pengcheng He, et al.2023 · 354 citations
  54. QuestEval: Summarization Asks for Fact-based EvaluationThomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2021 · 354 citations
  55. Integrating Graph-Based and Transition-Based Dependency ParsersJoakim Nivre, Ryan McDonald2008 · 354 citations
  56. Using “Annotator Rationales” to Improve Machine Learning for Text CategorizationOmar Zaidan, Jason Eisner, Christine Piatko2007 · 354 citations
  57. Learning Non-Isomorphic Tree Mappings for Machine TranslationJason Eisner2003 · 354 citations
  58. Characterizing Structural Descriptions Produced by Various Grammatical FormalismsK. Vijay-Shanker, David J. Weir, Aravind K. Joshi1987 · 354 citations
  59. Query2doc: Query Expansion with Large Language ModelsLiang Wang, Nan Yang, Furu Wei2023 · 353 citations
  60. Large Language Models Struggle to Learn Long-Tail KnowledgeNikhil Kandpal, Haikang Deng, Adam Roberts, et al.2022 · 353 citations
  61. Exploring Neural Text Simplification ModelsSergiu Nisioi, Sanja Štajner, Simone Paolo Ponzetto, et al.2017 · 353 citations
  62. A Shared Task on Multimodal Machine Translation and Crosslingual Image DescriptionLucia Specia, Stella Frank, Khalil Sima'an, et al.2016 · 353 citations
  63. HILDA: A Discourse Parser Using Support Vector Machine ClassificationHugo Hernault, Helmut Prendinger, David A. du Verle, et al.2010 · 353 citations
  64. Understanding the Value of Features for Coreference ResolutionEric Bengtson, Dan Roth2008 · 353 citations
  65. BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference DatasetJiaming Ji, Mickel Liu, Juntao Dai, et al.2023 · 352 citations
  66. Towards Mitigating LLM Hallucination via Self ReflectionZiwei Ji, Tiezheng Yu, Yan Xu, et al.2023 · 352 citations
  67. Improving alignment of dialogue agents via targeted human judgementsAmelia Glaese, Nat McAleese, Maja Trębacz, et al.2022 · 352 citations
  68. FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationEsin Durmus, He He, Mona Diab2020 · 352 citations
  69. FiLM: Visual Reasoning with a General Conditioning LayerEthan Perez, Florian Strub, Harm de Vries, et al.2017 · 352 citations
  70. What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine AlignmentHongyuan Mei, Mohit Bansal, Matthew R. Walter2016 · 352 citations
  71. Zero-Resource Translation with Multi-Lingual Neural Machine TranslationOrhan Firat, Baskaran Sankaran, Yaser Al-onaizan, et al.2016 · 352 citations
  72. A Corpus for Research on Deliberation and DebateMarilyn Walker, Jean Fox Tree, Pranav Anand, et al.2012 · 352 citations
  73. Bayesian Inference for PCFGs via Markov Chain Monte CarloMark Johnson, Thomas Griffiths, Sharon Goldwater2007 · 352 citations
  74. Reranking and Self-Training for Parser AdaptationDavid McClosky, Eugene Charniak, Mark Johnson2006 · 352 citations
  75. Using a Semantic Concordance for Sense IdentificationGeorge A. Miller, Martin Chodorow, Shari Landes, et al.1994 · 352 citations
  76. TinyLlama: An Open-Source Small Language ModelPeiyuan Zhang, Guangtao Zeng, Tianduo Wang, et al.2024 · 351 citations
  77. ChatEval: Towards Better LLM-based Evaluators through Multi-Agent DebateChi-Min Chan, Weize Chen, Yusheng Su, et al.2023 · 351 citations
  78. RARR: Researching and Revising What Language Models Say, Using Language ModelsLuyu Gao, Zhuyun Dai, Panupong Pasupat, et al.2023 · 351 citations
  79. Internet-Augmented Dialogue GenerationMojtaba Komeili, Kurt Shuster, Jason Weston2022 · 351 citations
  80. SemEval-2020 Task 1: Unsupervised Lexical Semantic Change DetectionDominik Schlechtweg, Barbara McGillivray, Simon Hengchen, et al.2020 · 351 citations
  81. Syntax-Aware Aspect Level Sentiment Classification with Graph Attention NetworksBinxuan Huang, Kathleen Carley2019 · 351 citations
  82. Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation ExtractionPatrick Verga, Emma Strubell, Andrew McCallum2018 · 351 citations
  83. Estimating the Sentence-Level Quality of Machine Translation SystemsLucia Specia, Marco Turchi, Nicola Cancedda, et al.2009 · 351 citations
  84. Robust Accurate Statistical Annotation of General TextTed Briscoe, John Carroll2002 · 351 citations
  85. SnapKV: LLM Knows What You are Looking for Before GenerationYuhong Li, Yingbing Huang, Bowen Yang, et al.2024 · 350 citations
  86. Improving Text-to-SQL Evaluation MethodologyCatherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, et al.2018 · 350 citations
  87. Towards End-to-End Reinforcement Learning of Dialogue Agents for Information AccessBhuwan Dhingra, Lihong Li, Xiujun Li, et al.2017 · 350 citations
  88. Fracking Sarcasm using Neural NetworkAniruddha Ghosh, Tony Veale2016 · 350 citations
  89. Multilingual Subjectivity Analysis Using Machine TranslationCarmen Banea, Rada Mihalcea, Janyce Wiebe, et al.2008 · 350 citations
  90. Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsEric Wallace, Yizhong Wang, Sujian Li, et al.2019 · 349 citations
  91. STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix FrameworkMingbo Ma, Liang Huang, Hao Xiong, et al.2019 · 349 citations
  92. Graph-based Neural Multi-Document SummarizationMichihiro Yasunaga, Rui Zhang, Kshitijh Meelu, et al.2017 · 349 citations
  93. Modelling Context with User Embeddings for Sarcasm Detection in Social MediaSilvio Amir, Byron C. Wallace, Hao Lyu, et al.2016 · 349 citations
  94. SensEmbed: Learning Sense Embeddings for Word and Relational SimilarityIgnacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli2015 · 349 citations
  95. Temporal Annotation in the Clinical DomainWilliam F. Styler IV, Steven Bethard, Sean Finan, et al.2014 · 349 citations
  96. Reformulating Unsupervised Style Transfer as Paraphrase GenerationKalpesh Krishna, John Wieting, Mohit Iyyer2020 · 348 citations
  97. RobBERT: a Dutch RoBERTa-based Language ModelPieter Delobelle, Thomas Winters, Bettina Berendt2020 · 348 citations
  98. An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment AnalysisRuidan He, Wee Sun Lee, Hwee Tou Ng, et al.2019 · 348 citations
  99. Lessons from Natural Language Inference in the Clinical DomainAlexey Romanov, Chaitanya Shivade2018 · 348 citations
  100. T-REx: A Large Scale Alignment of Natural Language with Knowledge Base TriplesHady Elsahar, Pavlos Vougiouklis, Arslen Remaci, et al.2018 · 348 citations

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