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Who cites Pascal Vincent

1,133 citations of their works from 1,114 papers of our library (of the 140,884 whose bibliographies we read) · 118 with a page here, the most cited first · page 1 of 2 · 1–100 · ← Pascal Vincent

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  1. Neural Machine Translation by Jointly Learning to Align and TranslateDzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio2014 · 18,908 citations
  2. Auto-Encoding Variational BayesDiederik P Kingma, Max Welling2013 · 14,991 citations
  3. Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, et al.2021 · 8,295 citations
  4. Grad-CAM: Visual Explanations from Deep Networks via Gradient-based LocalizationRamprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, et al.2016 · 6,327 citations
  5. Natural Language Processing (almost) from ScratchRonan Collobert, Jason Weston, Leon Bottou, et al.2011 · 6,099 citations
  6. GloVe: Global Vectors for Word RepresentationJeffrey Pennington, Richard Socher, Christopher Manning2014 · 5,962 citations
  7. Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingPengfei Liu, Weizhe Yuan, Jinlan Fu, et al.2021 · 5,375 citations
  8. Neural Architecture Search with Reinforcement LearningBarret Zoph, Quoc V. Le2016 · 4,331 citations
  9. Learning Word Vectors for Sentiment AnalysisAndrew L. Maas, Raymond E. Daly, Peter T. Pham, et al.2011 · 4,272 citations
  10. Distributed Representations of Words and Phrases and their CompositionalityTomas Mikolov, Ilya Sutskever, Kai Chen, et al.2013 · 4,233 citations
  11. Efficient Estimation of Word Representations in Vector SpaceTomas Mikolov, Kai Chen, Greg Corrado, et al.2013 · 3,846 citations
  12. Linguistic Regularities in Continuous Space Word RepresentationsTomas Mikolov, Wen-tau Yih, Geoffrey Zweig2013 · 3,482 citations
  13. Language Models as Knowledge Bases?Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, et al.2019 · 2,977 citations
  14. A Survey of Large Language ModelsWayne Xin Zhao, Kun Zhou, Junyi Li, et al.2023 · 2,847 citations
  15. Word Representations: A Simple and General Method for Semi-Supervised LearningJoseph Turian, Lev-Arie Ratinov, Yoshua Bengio2010 · 2,421 citations
  16. Character-Aware Neural Language ModelsYoon Kim, Yacine Jernite, David Sontag, et al.2015 · 1,852 citations
  17. A Structured Self-attentive Sentence EmbeddingZhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos, et al.2017 · 1,773 citations
  18. A Neural Conversational ModelOriol Vinyals, Quoc Le2015 · 1,759 citations
  19. Pre-trained Models for Natural Language Processing: A SurveyXipeng Qiu, Tianxiang Sun, Yige Xu, et al.2020 · 1,740 citations
  20. Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectorsMarco Baroni, Georgiana Dinu, Germán Kruszewski2014 · 1,678 citations
  21. Document Modeling with Gated Recurrent Neural Network for Sentiment ClassificationDuyu Tang, Bing Qin, Ting Liu2015 · 1,675 citations
  22. SimLex-999: Evaluating Semantic Models With (Genuine) Similarity EstimationFelix Hill, Roi Reichart, Anna Korhonen2015 · 1,622 citations
  23. Recurrent Continuous Translation ModelsNal Kalchbrenner, Phil Blunsom2013 · 1,597 citations
  24. Semi-Supervised Recursive Autoencoders for Predicting Sentiment DistributionsRichard Socher, Jeffrey Pennington, Eric H. Huang, et al.2011 · 1,411 citations
  25. Improving Word Representations via Global Context and Multiple Word PrototypesEric Huang, Richard Socher, Christopher Manning, et al.2012 · 1,349 citations
  26. Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationDuyu Tang, Furu Wei, Nan Yang, et al.2014 · 1,341 citations
  27. Unifying Visual-Semantic Embeddings with Multimodal Neural Language ModelsRyan Kiros, Ruslan Salakhutdinov, Richard S. Zemel2014 · 1,315 citations
  28. Language Modeling with Gated Convolutional NetworksYann N. Dauphin, Angela Fan, Michael Auli, et al.2016 · 1,305 citations
  29. CTRL: A Conditional Transformer Language Model for Controllable GenerationNitish Shirish Keskar, Bryan McCann, Lav R. Varshney, et al.2019 · 1,273 citations
  30. Latent Retrieval for Weakly Supervised Open Domain Question AnsweringKenton Lee, Ming-Wei Chang, Kristina Toutanova2019 · 1,234 citations
  31. Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment ClassificationLi Dong, Furu Wei, Chuanqi Tan, et al.2014 · 1,211 citations
  32. Event Extraction via Dynamic Multi-Pooling Convolutional Neural NetworksYubo Chen, Liheng Xu, Kang Liu, et al.2015 · 1,170 citations
  33. Very Deep Convolutional Networks for Text ClassificationAlexis Conneau, Holger Schwenk, Loïc Barrault, et al.2017 · 1,110 citations
  34. MASS: Masked Sequence to Sequence Pre-training for Language GenerationKaitao Song, Xu Tan, Tao Qin, et al.2019 · 1,109 citations
  35. Encoding Sentences with Graph Convolutional Networks for Semantic Role LabelingDiego Marcheggiani, Ivan Titov2017 · 1,101 citations
  36. Better Word Representations with Recursive Neural Networks for MorphologyThang Luong, Richard Socher, Christopher Manning2013 · 1,017 citations
  37. ERNIE: Enhanced Representation through Knowledge IntegrationYu Sun, Shuohuan Wang, Yukun Li, et al.2019 · 949 citations
  38. One Billion Word Benchmark for Measuring Progress in Statistical Language ModelingCiprian Chelba, Tomas Mikolov, Mike Schuster, et al.2013 · 940 citations
  39. Modeling Coverage for Neural Machine TranslationZhaopeng Tu, Zhengdong Lu, Yang Liu, et al.2016 · 927 citations
  40. Deep Unordered Composition Rivals Syntactic Methods for Text ClassificationMohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, et al.2015 · 914 citations
  41. Extracting Training Data from Large Language ModelsNicholas Carlini, Florian Tramer, Eric Wallace, et al.2020 · 901 citations
  42. Using the Output Embedding to Improve Language ModelsOfir Press, Lior Wolf2017 · 891 citations
  43. Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional NetworksChen Zhang, Qiuchi Li, Dawei Song2019 · 807 citations
  44. Linguistic Regularities in Sparse and Explicit Word RepresentationsOmer Levy, Yoav Goldberg2014 · 790 citations
  45. Semi-supervised sequence tagging with bidirectional language modelsMatthew E. Peters, Waleed Ammar, Chandra Bhagavatula, et al.2017 · 786 citations
  46. Classifying Relations via Long Short Term Memory Networks along Shortest Dependency PathsYan Xu, Lili Mou, Ge Li, et al.2015 · 769 citations
  47. Neural Text Generation from Structured Data with Application to the Biography DomainRemi Lebret, David Grangier, Michael Auli2016 · 696 citations
  48. Effective LSTMs for Target-Dependent Sentiment ClassificationDuyu Tang, Bing Qin, Xiaocheng Feng, et al.2016 · 693 citations
  49. Bilingual Word Embeddings for Phrase-Based Machine TranslationWill Y. Zou, Richard Socher, Daniel Cer, et al.2013 · 680 citations
  50. The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural NetworksNicholas Carlini, Chang Liu, Ulfar Erlingsson, et al.2018 · 668 citations
  51. Fast and Robust Neural Network Joint Models for Statistical Machine TranslationJacob Devlin, Rabih Zbib, Zhongqiang Huang, et al.2014 · 666 citations
  52. Curriculum LearningYoshua Bengio, Jérôme Louradour, Ronan Collobert, et al.2009 · 659 citations
  53. Highway NetworksRupesh Kumar Srivastava, Klaus Greff, Jürgen Schmidhuber2015 · 652 citations
  54. Transformation Networks for Target-Oriented Sentiment ClassificationXin Li, Lidong Bing, Wai Lam, et al.2018 · 594 citations
  55. Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector SpaceArvind Neelakantan, Jeevan Shankar, Alexandre Passos, et al.2014 · 593 citations
  56. Relation Extraction: Perspective from Convolutional Neural NetworksThien Huu Nguyen, Ralph Grishman2015 · 590 citations
  57. A Hierarchical Bayesian Language Model Based On Pitman-Yor ProcessesYee Whye Teh2006 · 571 citations
  58. Plug and Play Language Models: A Simple Approach to Controlled Text GenerationSumanth Dathathri, Andrea Madotto, Janice Lan, et al.2019 · 562 citations
  59. Normalized Word Embedding and Orthogonal Transform for Bilingual Word TranslationChao Xing, Dong Wang, Chao Liu, et al.2015 · 528 citations
  60. Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network ModelsIulian V. Serban, Alessandro Sordoni, Yoshua Bengio, et al.2015 · 524 citations
  61. Inducing Crosslingual Distributed Representations of WordsAlexandre Klementiev, Ivan Titov, Binod Bhattarai2012 · 501 citations
  62. EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural NetworksMuhammad Abdul-Mageed, Lyle Ungar2017 · 486 citations
  63. DyNet: The Dynamic Neural Network ToolkitGraham Neubig, Chris Dyer, Yoav Goldberg, et al.2017 · 485 citations
  64. Null It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionShauli Ravfogel, Yanai Elazar, Hila Gonen, et al.2020 · 480 citations
  65. The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue SystemsRyan Lowe, Nissan Pow, Iulian Serban, et al.2015 · 474 citations
  66. Learning to Generate Reviews and Discovering SentimentAlec Radford, Rafal Jozefowicz, Ilya Sutskever2017 · 467 citations
  67. End-to-end learning of semantic role labeling using recurrent neural networksJie Zhou, Wei Xu2015 · 462 citations
  68. Defending Against Neural Fake NewsRowan Zellers, Ari Holtzman, Hannah Rashkin, et al.2019 · 461 citations
  69. Bilingual Word Representations with Monolingual Quality in MindThang Luong, Hieu Pham, Christopher D. Manning2015 · 453 citations
  70. Experience Grounds LanguageYonatan Bisk, Ari Holtzman, Jesse Thomason, et al.2020 · 429 citations
  71. Tailoring Continuous Word Representations for Dependency ParsingMohit Bansal, Kevin Gimpel, Karen Livescu2014 · 418 citations
  72. A Character-level Decoder without Explicit Segmentation for Neural Machine TranslationJunyoung Chung, Kyunghyun Cho, Yoshua Bengio2016 · 407 citations
  73. Generating Sentences by Editing PrototypesKelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, et al.2017 · 404 citations
  74. CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual ReasoningJustin Johnson, Bharath Hariharan, Laurens van der Maaten, et al.2016 · 387 citations
  75. Deep Semantic Role Labeling with Self-AttentionZhixing Tan, Mingxuan Wang, Jun Xie, et al.2017 · 384 citations
  76. Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling MechanismsDinghan Shen, Guoyin Wang, Wenlin Wang, et al.2018 · 383 citations
  77. From Paraphrase Database to Compositional Paraphrase Model and BackJohn Wieting, Mohit Bansal, Kevin Gimpel, et al.2015 · 375 citations
  78. Multilingual Models for Compositional Distributed SemanticsKarl Moritz Hermann, Phil Blunsom2014 · 375 citations
  79. SensEmbed: Learning Sense Embeddings for Word and Relational SimilarityIgnacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli2015 · 348 citations
  80. Representation Learning for Text-level Discourse ParsingYangfeng Ji, Jacob Eisenstein2014 · 344 citations
  81. Learning Semantic Hierarchies via Word EmbeddingsRuiji Fu, Jiang Guo, Bing Qin, et al.2014 · 327 citations
  82. Probing Pretrained Language Models for Lexical SemanticsIvan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.2020 · 320 citations
  83. Text and Code Embeddings by Contrastive Pre-TrainingArvind Neelakantan, Tao Xu, Raul Puri, et al.2022 · 316 citations
  84. Representation Learning: A Review and New PerspectivesYoshua Bengio, Aaron Courville, Pascal Vincent2012 · 316 citations
  85. Decoding with Large-Scale Neural Language Models Improves TranslationAshish Vaswani, Yinggong Zhao, Victoria Fossum, et al.2013 · 314 citations
  86. Improving Distributional Similarity with Lessons Learned from Word EmbeddingsOmer Levy, Yoav Goldberg, Ido Dagan2015 · 313 citations
  87. Exploiting Argument Information to Improve Event Detection via Supervised Attention MechanismsShulin Liu, Yubo Chen, Kang Liu, et al.2017 · 309 citations
  88. A Neural Network Approach to Context-Sensitive Generation of Conversational ResponsesAlessandro Sordoni, Michel Galley, Michael Auli, et al.2015 · 307 citations
  89. FlauBERT: Unsupervised Language Model Pre-training for FrenchHang Le, Loïc Vial, Jibril Frej, et al.2019 · 293 citations
  90. A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence ClassificationYe Zhang, Byron Wallace2017 · 254 citations
  91. Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsRishi Bommasani, Kelly Davis, Claire Cardie2020 · 248 citations
  92. Logical Natural Language Generation from Open-Domain TablesWenhu Chen, Jianshu Chen, Yu Su, et al.2020 · 209 citations
  93. Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic DataAdithya Pratapa, Gayatri Bhat, Monojit Choudhury, et al.2018 · 202 citations
  94. Leveraging FrameNet to Improve Automatic Event DetectionShulin Liu, Yubo Chen, Shizhu He, et al.2016 · 163 citations
  95. Shallow Convolutional Neural Network for Implicit Discourse Relation RecognitionBiao Zhang, Jinsong Su, Deyi Xiong, et al.2015 · 161 citations
  96. Lexicon Infused Phrase Embeddings for Named Entity ResolutionAlexandre Passos, Vineet Kumar, Andrew McCallum2014 · 143 citations
  97. Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural NetworkHamed Khanpour, Nishitha Guntakandla, Rodney Nielsen2016 · 134 citations
  98. Machine Learning for Ancient Languages: A SurveyThea Sommerschield, Yannis Assael, John Pavlopoulos, et al.2023 · 123 citations
  99. Pretraining Language Models with Human PreferencesTomasz Korbak, Kejian Shi, Angelica Chen, et al.2023 · 117 citations
  100. ALLaM: Large Language Models for Arabic and EnglishM Saiful Bari, Yazeed Alnumay, Norah A. Alzahrani, et al.2024 · 113 citations

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