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🤖 Artificial Intelligence

8,885 papers · page 13 of 90 · 1126–1225 · 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 11 12 13 14 … 20 … 90

  1. Named Entity Recognition without GazetteersAndrei Mikheev, Marc Moens, Claire Grover1999 · 502 citations
  2. Sparse, Dense, and Attentional Representations for Text RetrievalYi Luan, Jacob Eisenstein, Kristina Toutanova, et al.2021 · 501 citations
  3. MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based FormalismsAida Amini, Saadia Gabriel, Shanchuan Lin, et al.2019 · 501 citations
  4. Neural Text Generation with Unlikelihood TrainingSean Welleck, Ilia Kulikov, Stephen Roller, et al.2019 · 499 citations
  5. Aspect-Level Sentiment Analysis Via Convolution over Dependency TreeKai Sun, Richong Zhang, Samuel Mensah, et al.2019 · 498 citations
  6. Few-shot Learning with Multilingual Language ModelsXi Victoria Lin, Todor Mihaylov, Mikel Artetxe, et al.2021 · 497 citations
  7. Deep Learning Scaling is Predictable, EmpiricallyJoel Hestness, Sharan Narang, Newsha Ardalani, et al.2017 · 497 citations
  8. Shallow Semantic Parsing using Support Vector MachinesSameer S. Pradhan, Wayne H. Ward, Kadri Hacioglu, et al.2004 · 497 citations
  9. I don't believe in word sensesAdam Kilgarriff1997 · 497 citations
  10. Learned in Translation: Contextualized Word VectorsBryan McCann, James Bradbury, Caiming Xiong, et al.2017 · 496 citations
  11. Does String-Based Neural MT Learn Source Syntax?Xing Shi, Inkit Padhi, Kevin Knight2016 · 496 citations
  12. Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionHu Xu, Bing Liu, Lei Shu, et al.2018 · 495 citations
  13. Towards an Automatic Turing Test: Learning to Evaluate Dialogue ResponsesRyan Lowe, Michael Noseworthy, Iulian V. Serban, et al.2017 · 495 citations
  14. Learning Natural Language Inference with LSTMShuohang Wang, Jing Jiang2016 · 495 citations
  15. Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking AgentsWeiwei Sun, Lingyong Yan, Xinyu Ma, et al.2023 · 494 citations
  16. CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of ModalityWenmeng Yu, Hua Xu, Fanyang Meng, et al.2020 · 493 citations
  17. Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data TasksJason Phang, Thibault Févry, Samuel R. Bowman2018 · 493 citations
  18. SemEval-2015 Task 10: Sentiment Analysis in TwitterSara Rosenthal, Preslav Nakov, Svetlana Kiritchenko, et al.2015 · 492 citations
  19. Multi-Prototype Vector-Space Models of Word MeaningJoseph Reisinger, Raymond J. Mooney2010 · 492 citations
  20. Using Predicate-Argument Structures for Information ExtractionMihai Surdeanu, Sanda Harabagiu, John Williams, et al.2003 · 492 citations
  21. On building a more efficient grammar by exploiting typesDan Flickinger2000 · 492 citations
  22. Semi-Supervised Sequence Modeling with Cross-View TrainingKevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.2018 · 491 citations
  23. A-OKVQA: A Benchmark for Visual Question Answering using World KnowledgeDustin Schwenk, Apoorv Khandelwal, Christopher Clark, et al.2022 · 490 citations
  24. Language Models are Multilingual Chain-of-Thought ReasonersFreda Shi, Mirac Suzgun, Markus Freitag, et al.2022 · 490 citations
  25. BERT for Coreference Resolution: Baselines and AnalysisMandar Joshi, Omer Levy, Luke Zettlemoyer, et al.2019 · 490 citations
  26. A Convolutional Encoder Model for Neural Machine TranslationJonas Gehring, Michael Auli, David Grangier, et al.2017 · 490 citations
  27. Multi-Source Transfer of Delexicalized Dependency ParsersRyan McDonald, Slav Petrov, Keith Hall2011 · 490 citations
  28. Phi-4 Technical ReportMarah Abdin, Jyoti Aneja, Harkirat Behl, et al.2024 · 489 citations
  29. BBQ: A hand-built bias benchmark for question answeringAlicia Parrish, Angelica Chen, Nikita Nangia, et al.2022 · 488 citations
  30. ParlAI: A Dialog Research Software PlatformAlexander Miller, Will Feng, Dhruv Batra, et al.2017 · 488 citations
  31. Semantic Parsing for Single-Relation Question AnsweringWen-tau Yih, Xiaodong He, Christopher Meek2014 · 488 citations
  32. PCFG Models of Linguistic Tree RepresentationsMark Johnson1998 · 488 citations
  33. Texygen: A Benchmarking Platform for Text Generation ModelsYaoming Zhu, Sidi Lu, Lei Zheng, et al.2018 · 487 citations
  34. DyNet: The Dynamic Neural Network ToolkitGraham Neubig, Chris Dyer, Yoav Goldberg, et al.2017 · 487 citations
  35. EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural NetworksMuhammad Abdul-Mageed, Lyle Ungar2017 · 487 citations
  36. The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue SystemsRyan Lowe, Nissan Pow, Iulian Serban, et al.2015 · 486 citations
  37. Discovering Relations among Named Entities from Large CorporaTakaaki Hasegawa, Satoshi Sekine, Ralph Grishman2004 · 486 citations
  38. Named Entity Recognition through Classifier CombinationRadu Florian, Abe Ittycheriah, Hongyan Jing, et al.2003 · 486 citations
  39. What do Neural Machine Translation Models Learn about Morphology?Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, et al.2017 · 485 citations
  40. Word Sense Disambiguation: A Unified Evaluation Framework and Empirical ComparisonAlessandro Raganato, Jose Camacho-Collados, Roberto Navigli2017 · 484 citations
  41. Learning Multilingual Subjective Language via Cross-Lingual ProjectionsRada Mihalcea, Carmen Banea, Janyce Wiebe2007 · 484 citations
  42. DeeBERT: Dynamic Early Exiting for Accelerating BERT InferenceJi Xin, Raphael Tang, Jaejun Lee, et al.2020 · 483 citations
  43. Regularizing Neural Networks by Penalizing Confident Output DistributionsGabriel Pereyra, George Tucker, Jan Chorowski, et al.2017 · 483 citations
  44. Named Entity Recognition for Chinese Social Media with Jointly Trained EmbeddingsNanyun Peng, Mark Dredze2015 · 483 citations
  45. Part-of-Speech Tagging Guidelines for the Penn Treebank Project (3rd Revision)Beatrice Santorini1990 · 483 citations
  46. Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human AnnotationsPeiyi Wang, Lei Li, Zhihong Shao, et al.2024 · 482 citations
  47. Solving olympiad geometry without human demonstrationsTrieu H. Trinh, Yuhuai Wu, Quoc V. Le, et al.2024 · 482 citations
  48. REPLUG: Retrieval-Augmented Black-Box Language ModelsWeijia Shi, Sewon Min, Michihiro Yasunaga, et al.2023 · 482 citations
  49. Experiments in Domain Adaptation for Statistical Machine TranslationPhilipp Koehn, Josh Schroeder2007 · 482 citations
  50. HateBERT: Retraining BERT for Abusive Language Detection in EnglishTommaso Caselli, Valerio Basile, Jelena Mitrović, et al.2021 · 481 citations
  51. Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 480 citations
  52. Null It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionShauli Ravfogel, Yanai Elazar, Hila Gonen, et al.2020 · 480 citations
  53. Legal Judgment Prediction via Topological LearningHaoxi Zhong, Zhipeng Guo, Cunchao Tu, et al.2018 · 480 citations
  54. The Reliability of a Dialogue Structure Coding SchemeJean Carletta, Amy Isard, Stephen Isard, et al.1997 · 480 citations
  55. GLaM: Efficient Scaling of Language Models with Mixture-of-ExpertsNan Du, Yanping Huang, Andrew M. Dai, et al.2021 · 479 citations
  56. ToTTo: A Controlled Table-To-Text Generation DatasetAnkur Parikh, Xuezhi Wang, Sebastian Gehrmann, et al.2020 · 479 citations
  57. ARBERT & MARBERT: Deep Bidirectional Transformers for ArabicMuhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi2021 · 478 citations
  58. UDPipe: Trainable Pipeline for Processing CoNLL-U Files Performing Tokenization, Morphological Analysis, POS Tagging and ParsingMilan Straka, Jan Hajič, Jana Straková2016 · 478 citations
  59. Enabling Large Language Models to Generate Text with CitationsTianyu Gao, Howard Yen, Jiatong Yu, et al.2023 · 477 citations
  60. ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionKeshav Santhanam, Omar Khattab, Jon Saad-Falcon, et al.2022 · 477 citations
  61. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval CriterionArmand Joulin, Piotr Bojanowski, Tomas Mikolov, et al.2018 · 477 citations
  62. Information Fusion in the Context of Multi-Document SummarizationRegina Barzilay, Kathleen R. McKeown, Michael Elhadad1999 · 477 citations
  63. Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference timeMitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, et al.2022 · 476 citations
  64. DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability CurvatureEric Mitchell, Yoonho Lee, Alexander Khazatsky, et al.2023 · 475 citations
  65. Improving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationBiao Zhang, Philip Williams, Ivan Titov, et al.2020 · 474 citations
  66. Syntax Augmented Machine Translation via Chart ParsingAndreas Zollmann, Ashish Venugopal2006 · 474 citations
  67. A Maximum Entropy Approach to Identifying Sentence BoundariesJeffrey C. Reynar, Adwait Ratnaparkhi1997 · 474 citations
  68. Inference-Time Intervention: Eliciting Truthful Answers from a Language ModelKenneth Li, Oam Patel, Fernanda Viegas, et al.2023 · 473 citations
  69. An Unsupervised Neural Attention Model for Aspect ExtractionRuidan He, Wee Sun Lee, Hwee Tou Ng, et al.2017 · 473 citations
  70. Learning Whom to Trust with MACEDirk Hovy, Taylor Berg-Kirkpatrick, Ashish Vaswani, et al.2013 · 472 citations
  71. What to do about bad language on the internetJacob Eisenstein2013 · 472 citations
  72. A Simple and Effective Hierarchical Phrase Reordering ModelMichel Galley, Christopher D. Manning2008 · 472 citations
  73. Learning to Generate Reviews and Discovering SentimentAlec Radford, Rafal Jozefowicz, Ilya Sutskever2017 · 471 citations
  74. Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character ModelsMinh-Thang Luong, Christopher D. Manning2016 · 471 citations
  75. Demographic Dialectal Variation in Social Media: A Case Study of African-American EnglishSu Lin Blodgett, Lisa Green, Brendan O'Connor2016 · 471 citations
  76. Extracting Semantic Orientations of Words using Spin ModelHiroya Takamura, Takashi Inui, Manabu Okumura2005 · 471 citations
  77. Data Augmentation using Pre-trained Transformer ModelsVarun Kumar, Ashutosh Choudhary, Eunah Cho2020 · 470 citations
  78. ASTD: Arabic Sentiment Tweets DatasetMahmoud Nabil, Mohamed Aly, Amir Atiya2015 · 470 citations
  79. The ICSI Meeting Recorder Dialog Act (MRDA) CorpusElizabeth Shriberg, Raj Dhillon, Sonali Bhagat, et al.2004 · 470 citations
  80. PPT: Pre-trained Prompt Tuning for Few-shot LearningYuxian Gu, Xu Han, Zhiyuan Liu, et al.2022 · 469 citations
  81. Masked Autoencoders Are Scalable Vision LearnersKaiming He, Xinlei Chen, Saining Xie, et al.2021 · 469 citations
  82. Large Language Models: A SurveyShervin Minaee, Tomas Mikolov, Narjes Nikzad, et al.2024 · 468 citations
  83. Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTShijie Wu, Mark Dredze2019 · 468 citations
  84. When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Ye Qi, Devendra Sachan, Matthieu Felix, et al.2018 · 468 citations
  85. Controlling Politeness in Neural Machine Translation via Side ConstraintsRico Sennrich, Barry Haddow, Alexandra Birch2016 · 468 citations
  86. Evaluating Large Language Models in Theory of Mind TasksMichal Kosinski2023 · 467 citations
  87. SemEval-2018 Task 3: Irony Detection in English TweetsCynthia Van Hee, Els Lefever, Véronique Hoste2018 · 467 citations
  88. BootCaT: Bootstrapping Corpora and Terms from the WebMarco Baroni, Silvia Bernardini2004 · 467 citations
  89. Defending Against Neural Fake NewsRowan Zellers, Ari Holtzman, Hannah Rashkin, et al.2019 · 466 citations
  90. Hierarchical Transformers for Multi-Document SummarizationYang Liu, Mirella Lapata2019 · 466 citations
  91. End-to-end learning of semantic role labeling using recurrent neural networksJie Zhou, Wei Xu2015 · 466 citations
  92. Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information RetrievalXiaodong Liu, Jianfeng Gao, Xiaodong He, et al.2015 · 466 citations
  93. GermaNet - a Lexical-Semantic Net for GermanBirgit Hamp, Helmut Feldweg1997 · 466 citations
  94. SimVLM: Simple Visual Language Model Pretraining with Weak SupervisionZirui Wang, Jiahui Yu, Adams Wei Yu, et al.2021 · 465 citations
  95. XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningEdoardo Maria Ponti, Goran Glavaš, Olga Majewska, et al.2020 · 465 citations
  96. Reducing Gender Bias in Abusive Language DetectionJi Ho Park, Jamin Shin, Pascale Fung2018 · 465 citations
  97. The E2E Dataset: New Challenges For End-to-End GenerationJekaterina Novikova, Ondřej Dušek, Verena Rieser2017 · 465 citations
  98. Learning Synchronous Grammars for Semantic Parsing with Lambda CalculusYuk Wah Wong, Raymond Mooney2007 · 465 citations
  99. P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and TasksXiao Liu, Kaixuan Ji, Yicheng Fu, et al.2021 · 464 citations
  100. Denoising Diffusion Implicit ModelsJiaming Song, Chenlin Meng, Stefano Ermon2020 · 464 citations

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