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🤖 Artificial Intelligence

8,885 papers · page 25 of 90 · 2326–2425 · 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. Scaling Laws for Autoregressive Generative ModelingTom Henighan, Jared Kaplan, Mor Katz, et al.2020 · 257 citations
  2. SUMBT: Slot-Utterance Matching for Universal and Scalable Belief TrackingHwaran Lee, Jinsik Lee, Tae-Yoon Kim2019 · 257 citations
  3. BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 LanguagesBenjamin Heinzerling, Michael Strube2018 · 257 citations
  4. Automatic Text Scoring Using Neural NetworksDimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei2016 · 257 citations
  5. Language as a Latent Variable: Discrete Generative Models for Sentence CompressionYishu Miao, Phil Blunsom2016 · 257 citations
  6. Large Language Models Sensitivity to The Order of Options in Multiple-Choice QuestionsPouya Pezeshkpour, Estevam Hruschka2023 · 256 citations
  7. Contrastive Learning for Many-to-many Multilingual Neural Machine TranslationXiao Pan, Mingxuan Wang, Liwei Wu, et al.2021 · 256 citations
  8. RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-rankingRuiyang Ren, Yingqi Qu, Jing Liu, et al.2021 · 256 citations
  9. The Multilingual Amazon Reviews CorpusPhillip Keung, Yichao Lu, György Szarvas, et al.2020 · 256 citations
  10. L-HSAB: A Levantine Twitter Dataset for Hate Speech and Abusive LanguageHala Mulki, Hatem Haddad, Chedi Bechikh Ali, et al.2019 · 256 citations
  11. DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI ScaleSamyam Rajbhandari, Conglong Li, Zhewei Yao, et al.2022 · 255 citations
  12. Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and OpinionsHongjie Cai, Rui Xia, Jianfei Yu2021 · 255 citations
  13. MiniF2F: a cross-system benchmark for formal Olympiad-level mathematicsKunhao Zheng, Jesse Michael Han, Stanislas Polu2021 · 255 citations
  14. Few-shot Natural Language Generation for Task-Oriented DialogBaolin Peng, Chenguang Zhu, Chunyuan Li, et al.2020 · 255 citations
  15. Learning from Context or Names? An Empirical Study on Neural Relation ExtractionHao Peng, Tianyu Gao, Xu Han, et al.2020 · 255 citations
  16. Answer-focused and Position-aware Neural Question GenerationXingwu Sun, Jing Liu, Yajuan Lyu, et al.2018 · 255 citations
  17. BLEU is Not Suitable for the Evaluation of Text SimplificationElior Sulem, Omri Abend, Ari Rappoport2018 · 255 citations
  18. Hurtlex: A Multilingual Lexicon of Words to HurtElisa Bassignana, Valerio Basile, Viviana Patti2018 · 255 citations
  19. Modeling Localness for Self-Attention NetworksBaosong Yang, Zhaopeng Tu, Derek F. Wong, et al.2018 · 255 citations
  20. Retrieve and Refine: Improved Sequence Generation Models For DialogueJason Weston, Emily Dinan, Alexander Miller2018 · 255 citations
  21. Automatically Assessing Machine Summary Content Without a Gold StandardAnnie Louis, Ani Nenkova2013 · 255 citations
  22. Relational Inference for WikificationXiao Cheng, Dan Roth2013 · 255 citations
  23. Estimation of Conditional Probabilities With Decision Trees and an Application to Fine-Grained POS TaggingHelmut Schmid, Florian Laws2008 · 255 citations
  24. The SALSA Corpus: a German Corpus Resource for Lexical SemanticsAljoscha Burchardt, Katrin Erk, Anette Frank, et al.2006 · 255 citations
  25. Fine-Tuning LLaMA for Multi-Stage Text RetrievalXueguang Ma, Liang Wang, Nan Yang, et al.2023 · 254 citations
  26. A Holistic Approach to Undesired Content Detection in the Real WorldTodor Markov, Chong Zhang, Sandhini Agarwal, et al.2022 · 254 citations
  27. Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified FlowXingchao Liu, Chengyue Gong, Qiang Liu2022 · 254 citations
  28. LexGLUE: A Benchmark Dataset for Legal Language Understanding in EnglishIlias Chalkidis; Abhik Jana; Dirk Hartung; Michael Bommarito; Ion Androutsopoulos; Daniel Martin Katz;, Nikolaos Aletras2021 · 254 citations
  29. TAPEX: Table Pre-training via Learning a Neural SQL ExecutorQian Liu, Bei Chen, Jiaqi Guo, et al.2021 · 254 citations
  30. CorefQA: Coreference Resolution as Query-based Span PredictionWei Wu, Fei Wang, Arianna Yuan, et al.2020 · 254 citations
  31. Decolonising Speech and Language TechnologySteven Bird2020 · 254 citations
  32. Unlearn Dataset Bias in Natural Language Inference by Fitting the ResidualHe He, Sheng Zha, Haohan Wang2019 · 254 citations
  33. Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological DebatesKazi Saidul Hasan, Vincent Ng2014 · 254 citations
  34. An Empirical Survey of Data Augmentation for Limited Data Learning in NLPJiaao Chen, Derek Tam, Colin Raffel, et al.2023 · 253 citations
  35. GPT-RE: In-context Learning for Relation Extraction using Large Language ModelsZhen Wan, Fei Cheng, Zhuoyuan Mao, et al.2023 · 253 citations
  36. Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-OptimizersDamai Dai, Yutao Sun, Li Dong, et al.2023 · 253 citations
  37. Societal Biases in Language Generation: Progress and ChallengesEmily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2021 · 253 citations
  38. Measuring and Reducing Gendered Correlations in Pre-trained ModelsKellie Webster, Xuezhi Wang, Ian Tenney, et al.2020 · 253 citations
  39. NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional TransformersPing Liu, Wen Li, Liang Zou2019 · 253 citations
  40. An Italian Twitter Corpus of Hate Speech against ImmigrantsManuela Sanguinetti, Fabio Poletto, Cristina Bosco, et al.2018 · 253 citations
  41. Multi-Reward Reinforced Summarization with Saliency and EntailmentRamakanth Pasunuru, Mohit Bansal2018 · 253 citations
  42. Task-oriented Dialogue System for Automatic DiagnosisZhongyu Wei, Qianlong Liu, Baolin Peng, et al.2018 · 253 citations
  43. Recurrent Convolutional Neural Networks for Discourse CompositionalityNal Kalchbrenner, Phil Blunsom2013 · 253 citations
  44. The Lefff, a Freely Available and Large-coverage Morphological and Syntactic Lexicon for FrenchBenoît Sagot2010 · 253 citations
  45. Revisiting Readability: A Unified Framework for Predicting Text QualityEmily Pitler, Ani Nenkova2008 · 253 citations
  46. QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMsSaleh Ashkboos, Amirkeivan Mohtashami, Maximilian L. Croci, et al.2024 · 252 citations
  47. Scaling Relationship on Learning Mathematical Reasoning with Large Language ModelsZheng Yuan, Hongyi Yuan, Chengpeng Li, et al.2023 · 252 citations
  48. Evaluating Discourse Phenomena in Neural Machine TranslationRachel Bawden, Rico Sennrich, Alexandra Birch, et al.2017 · 252 citations
  49. Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence ModelsHarsh Jhamtani, Varun Gangal, Eduard Hovy, et al.2017 · 252 citations
  50. Neural Semantic Role Labeling with Dependency Path EmbeddingsMichael Roth, Mirella Lapata2016 · 252 citations
  51. Entity-Centric Coreference Resolution with Model StackingKevin Clark, Christopher D. Manning2015 · 252 citations
  52. Exploiting Syntactico-Semantic Structures for Relation ExtractionYee Seng Chan, Dan Roth2011 · 252 citations
  53. Forest-Based TranslationHaitao Mi, Liang Huang, Qun Liu2008 · 252 citations
  54. Pronunciation Modeling for Improved Spelling CorrectionKristina Toutanova, Robert Moore2002 · 252 citations
  55. On Coreferring: Coreference in MUC and Related Annotation SchemesKees van Deemter, Rodger Kibble2000 · 252 citations
  56. Personality Traits in Large Language ModelsGreg Serapio-Garcia, Mustafa Safdari, Clement Crepy, et al.2023 · 251 citations
  57. Survey of Low-Resource Machine TranslationBarry Haddow, Rachel Bawden, Antonio Valerio Miceli Barone, et al.2022 · 251 citations
  58. ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and ExplanationVijit Malik, Rishabh Sanjay, Shubham Kumar Nigam, et al.2021 · 251 citations
  59. Sentence Centrality Revisited for Unsupervised SummarizationHao Zheng, Mirella Lapata2019 · 251 citations
  60. Conversations Gone Awry: Detecting Early Signs of Conversational FailureJustine Zhang, Jonathan Chang, Cristian Danescu-Niculescu-Mizil, et al.2018 · 251 citations
  61. “I am borrowing ya mixing ?” An Analysis of English-Hindi Code Mixing in FacebookKalika Bali, Jatin Sharma, Monojit Choudhury, et al.2014 · 251 citations
  62. Syntactic Features for Evaluation of Machine TranslationDing Liu, Daniel Gildea2005 · 251 citations
  63. Morphological Analysis for Statistical Machine TranslationYoung-Suk Lee2004 · 251 citations
  64. A General Theoretical Paradigm to Understand Learning from Human PreferencesMohammad Gheshlaghi Azar, Mark Rowland, Bilal Piot, et al.2023 · 250 citations
  65. The Curse of Recursion: Training on Generated Data Makes Models ForgetIlia Shumailov, Zakhar Shumaylov, Yiren Zhao, et al.2023 · 250 citations
  66. COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListLuyu Gao, Zhuyun Dai, Jamie Callan2021 · 250 citations
  67. Generating Datasets with Pretrained Language ModelsTimo Schick, Hinrich Schutze2021 · 250 citations
  68. Parameter-efficient Multi-task Fine-tuning for Transformers via Shared HypernetworksRabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, et al.2021 · 250 citations
  69. Event Extraction as Multi-turn Question AnsweringFayuan Li, Weihua Peng, Yuguang Chen, et al.2020 · 250 citations
  70. BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language ModelAlex Wang, Kyunghyun Cho2019 · 250 citations
  71. Tied Multitask Learning for Neural Speech TranslationAntonios Anastasopoulos, David Chiang2018 · 250 citations
  72. A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-EditingVanessa Wei Feng, Graeme Hirst2014 · 250 citations
  73. Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social MediaSvitlana Volkova, Theresa Wilson, David Yarowsky2013 · 250 citations
  74. Metaphor Identification Using Verb and Noun ClusteringEkaterina Shutova, Lin Sun, Anna Korhonen2010 · 250 citations
  75. Sentence Compression Beyond Word DeletionTrevor Cohn, Mirella Lapata2008 · 250 citations
  76. Joint Learning Improves Semantic Role LabelingKristina Toutanova, Aria Haghighi, Christopher Manning2005 · 250 citations
  77. Phrasal Cohesion and Statistical Machine TranslationHeidi Fox2002 · 250 citations
  78. SIMPLE: A General Framework for the Development of Multilingual LexiconsNuria Bel, Federica Busa, Nicoletta Calzolari, et al.2000 · 250 citations
  79. Measuring Faithfulness in Chain-of-Thought ReasoningTamera Lanham, Anna Chen, Ansh Radhakrishnan, et al.2023 · 249 citations
  80. Fast and Accurate Shift-Reduce Constituent ParsingMuhua Zhu, Yue Zhang, Wenliang Chen, et al.2013 · 249 citations
  81. Generalizing Word Lattice TranslationChristopher Dyer, Smaranda Muresan, Philip Resnik2008 · 249 citations
  82. Prototype-Driven Learning for Sequence ModelsAria Haghighi, Dan Klein2006 · 249 citations
  83. PageRank on Semantic Networks, with Application to Word Sense DisambiguationRada Mihalcea, Paul Tarau, Elizabeth Figa2004 · 249 citations
  84. LeanDojo: Theorem Proving with Retrieval-Augmented Language ModelsKaiyu Yang, Aidan M. Swope, Alex Gu, et al.2023 · 248 citations
  85. Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsRishi Bommasani, Kelly Davis, Claire Cardie2020 · 248 citations
  86. CLPsych 2019 Shared Task: Predicting the Degree of Suicide Risk in Reddit PostsAyah Zirikly, Philip Resnik, Özlem Uzuner, et al.2019 · 248 citations
  87. Linear Algebraic Structure of Word Senses, with Applications to PolysemySanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2018 · 248 citations
  88. Overview of the EVALITA 2018 Hate Speech Detection TaskCristina Bosco, Felice Dell'Orletta, Fabio Poletto, et al.2018 · 248 citations
  89. Reasoning with Sarcasm by Reading In-BetweenYi Tay, Anh Tuan Luu, Siu Cheung Hui, et al.2018 · 248 citations
  90. A Statistical Model for Multilingual Entity Detection and TrackingR. Florian, H. Hassan, A. Ittycheriah, et al.2004 · 248 citations
  91. A Fast and Portable Realizer for Text Generation SystemsBenoit Lavoie, Owen Rainbow1997 · 248 citations
  92. OpenAI GPT-5 System CardAaditya Singh, Adam Fry, Adam Perelman, et al.2025 · 247 citations
  93. RedPajama: an Open Dataset for Training Large Language ModelsMaurice Weber, Daniel Fu, Quentin Anthony, et al.2024 · 247 citations
  94. Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts ArchitectureJiaxi Cui; Munan Ning; Zongjian Li; Bohua Chen; Yang Yan; Hao Li; Bin Ling; Yonghong Tian;, Li Yuan2023 · 247 citations
  95. SEED-Bench: Benchmarking Multimodal LLMs with Generative ComprehensionBohao Li, Rui Wang, Guangzhi Wang, et al.2023 · 247 citations
  96. Contrastive Decoding: Open-ended Text Generation as OptimizationXiang Lisa Li, Ari Holtzman, Daniel Fried, et al.2022 · 247 citations
  97. MedDialog: Large-scale Medical Dialogue DatasetsGuangtao Zeng, Wenmian Yang, Zeqian Ju, et al.2020 · 247 citations
  98. Neural Cross-Lingual Named Entity Recognition with Minimal ResourcesJiateng Xie, Zhilin Yang, Graham Neubig, et al.2018 · 247 citations
  99. A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsS.M Towhidul Islam Tonmoy, S M Mehedi Zaman, Vinija Jain, et al.2024 · 246 citations
  100. DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT ModelsBoxin Wang, Weixin Chen, Hengzhi Pei, et al.2023 · 246 citations

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