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Who cites Geoffrey E. Hinton

11,868 citations of their works from 10,217 papers of our library (of the 149,439 whose bibliographies we read) · 1,026 with a page here, the most cited first · page 2 of 11 · 101–200 · ← Geoffrey E. Hinton

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  1. Pre-trained Models for Natural Language Processing: A SurveyarXiv:2003.08271 · SCIENCE CHINA Technological Sciences,2020, 63, 1872-1897Xipeng Qiu, Tianxiang Sun, Yige Xu, et al.2020 · 1,759 citations
  2. Qwen Technical ReportarXiv:2309.16609Jinze Bai, Shuai Bai, Yunfei Chu, et al.2023 · 1,669 citations
  3. Scaling Up Visual and Vision-Language Representation Learning With Noisy Text SupervisionInternational Conference on Machine Learning (ICML)Chao Jia, Yinfei Yang, Ye Xia, et al.2021 · 1,615 citations
  4. End-to-End Relation Extraction using LSTMs on Sequences and Tree StructuresAnnual Meeting of the Association for Computational Linguistics (ACL)Makoto Miwa, Mohit Bansal2016 · 1,606 citations
  5. Deep Speech: Scaling up end-to-end speech recognitionarXiv:1412.5567Awni Hannun, Carl Case, Jared Casper, et al.2014 · 1,600 citations
  6. Gemini 1.5: Unlocking multimodal understanding across millions of tokens of contextarXiv:2403.05530Gemini Team, Petko Georgiev, Ving Ian Lei, et al.2024 · 1,589 citations
  7. Subword Regularization: Improving Neural Network Translation Models with Multiple Subword CandidatesAnnual Meeting of the Association for Computational Linguistics (ACL)Taku Kudo2018 · 1,573 citations
  8. Universal Sentence Encoder for EnglishConference on Empirical Methods in Natural Language Processing (EMNLP)Daniel Cer, Yinfei Yang, Sheng-yi Kong, et al.2018 · 1,546 citations
  9. Efficient Transformers: A SurveyACM Computing SurveysYi Tay, Mostafa Dehghani, Dara Bahri, et al.2020 · 1,539 citations
  10. BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and GenerationarXiv:2201.12086Junnan Li, Dongxu Li, Caiming Xiong, et al.2022 · 1,523 citations
  11. Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion GraphAnnual Meeting of the Association for Computational Linguistics (ACL)AmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria, et al.2018 · 1,522 citations
  12. Understanding Black-box Predictions via Influence FunctionsarXiv:1703.04730Pang Wei Koh, Percy Liang2017 · 1,514 citations
  13. DINOv2: Learning Robust Visual Features without SupervisionarXiv:2304.07193Maxime Oquab, Timothee Darcet, Theo Moutakanni, et al.2023 · 1,513 citations
  14. Sigmoid Loss for Language Image Pre-TrainingIEEE/CVF International Conference on Computer Vision (ICCV)Xiaohua Zhai, Basil Mustafa, Alexander Kolesnikov, et al.2023 · 1,477 citations
  15. GLM: General Language Model Pretraining with Autoregressive Blank InfillingAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,455 citations
  16. wav2vec 2.0: A Framework for Self-Supervised Learning of Speech RepresentationsConference on Neural Information Processing Systems (NeurIPS)Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, et al.2020 · 1,421 citations
  17. Language-agnostic BERT Sentence EmbeddingAnnual Meeting of the Association for Computational Linguistics (ACL)Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, et al.2020 · 1,413 citations
  18. Generation and Comprehension of Unambiguous Object DescriptionsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionJunhua Mao, Jonathan Huang, Alexander Toshev, et al.2015 · 1,388 citations
  19. Unifying Visual-Semantic Embeddings with Multimodal Neural Language ModelsarXiv:1411.2539Ryan Kiros, Ruslan Salakhutdinov, Richard S. Zemel2014 · 1,371 citations
  20. Language Modeling with Gated Convolutional NetworksarXiv:1612.08083Yann N. Dauphin, Angela Fan, Michael Auli, et al.2016 · 1,346 citations
  21. ReferItGame: Referring to Objects in Photographs of Natural ScenesConference on Empirical Methods in Natural Language Processing (EMNLP)Sahar Kazemzadeh, Vicente Ordonez, Mark Matten, et al.2014 · 1,317 citations
  22. COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAnnual Meeting of the Association for Computational Linguistics (ACL)Antoine Bosselut, Hannah Rashkin, Maarten Sap, et al.2019 · 1,294 citations
  23. CTRL: A Conditional Transformer Language Model for Controllable GenerationarXiv:1909.05858Nitish Shirish Keskar, Bryan McCann, Lav R. Varshney, et al.2019 · 1,291 citations
  24. A Comprehensive Overview of Large Language ModelsACM Transactions on Intelligent Systems and TechnologyHumza Naveed, Asad Ullah Khan, Shi Qiu, et al.2023 · 1,287 citations
  25. Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesTransactions of the Association for Computational Linguistics (TACL)Tal Linzen, Emmanuel Dupoux, Yoav Goldberg2016 · 1,256 citations
  26. Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement LearningarXiv:1709.00103Victor Zhong, Caiming Xiong, Richard Socher2017 · 1,226 citations
  27. Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency MapsarXiv:1312.6034Karen Simonyan, Andrea Vedaldi, Andrew Zisserman2013 · 1,210 citations
  28. Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue SystemsConference on Empirical Methods in Natural Language Processing (EMNLP)Tsung-Hsien Wen, Milica Gašić, Nikola Mrkšić, et al.2015 · 1,202 citations
  29. Matching Networks for One Shot LearningarXiv:1606.04080Oriol Vinyals, Charles Blundell, Timothy Lillicrap, et al.2016 · 1,197 citations
  30. Event Extraction via Dynamic Multi-Pooling Convolutional Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Yubo Chen, Liheng Xu, Kang Liu, et al.2015 · 1,177 citations
  31. It's Not Just Size That Matters: Small Language Models Are Also Few-Shot LearnersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Timo Schick, Hinrich Schütze2021 · 1,132 citations
  32. Very Deep Convolutional Networks for Text ClassificationConference of the European Chapter of the Association for Computational Linguistics (EACL)Alexis Conneau, Holger Schwenk, Loïc Barrault, et al.2017 · 1,094 citations
  33. Bias and Fairness in Large Language Models: A SurveyComputational LinguisticsIsabel O. Gallegos, Ryan A. Rossi, Joe Barrow, et al.2023 · 1,082 citations
  34. VL-BERT: Pre-training of Generic Visual-Linguistic RepresentationsarXiv:1908.08530Weijie Su, Xizhou Zhu, Yue Cao, et al.2019 · 1,066 citations
  35. What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic propertiesAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Conneau, German Kruszewski, Guillaume Lample, et al.2018 · 1,045 citations
  36. A Theoretically Grounded Application of Dropout in Recurrent Neural NetworksarXiv:1512.05287Yarin Gal, Zoubin Ghahramani2015 · 1,032 citations
  37. GQA: Training Generalized Multi-Query Transformer Models from Multi-Head CheckpointsConference on Empirical Methods in Natural Language Processing (EMNLP)Joshua Ainslie, James Lee-Thorp, Michiel de Jong, et al.2023 · 1,026 citations
  38. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Arman Cohan, Franck Dernoncourt, Doo Soon Kim, et al.2018 · 1,026 citations
  39. BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply ChainarXiv:1708.06733Tianyu Gu, Brendan Dolan-Gavitt, Siddharth Garg2017 · 1,024 citations
  40. MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited DevicesAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiqing Sun, Hongkun Yu, Xiaodan Song, et al.2020 · 1,016 citations
  41. Matching the Blanks: Distributional Similarity for Relation LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Livio Baldini Soares, Nicholas FitzGerald, Jeffrey Ling, et al.2019 · 999 citations
  42. Chinese NER Using Lattice LSTMAnnual Meeting of the Association for Computational Linguistics (ACL)Yue Zhang, Jie Yang2018 · 998 citations
  43. U-Net: Convolutional Networks for Biomedical Image SegmentationarXiv:1505.04597Olaf Ronneberger, Philipp Fischer, Thomas Brox2015 · 997 citations
  44. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic CapabilitiesarXiv:2507.06261Gheorghe Comanici, Eric Bieber, Mike Schaekermann, et al.2025 · 974 citations
  45. Interpretable Machine Learning: Fundamental Principles and 10 Grand ChallengesarXiv:2103.11251 · Statistics Surveys, 2021Cynthia Rudin; Chaofan Chen; Zhi Chen; Haiyang Huang; Lesia Semenova;, Chudi Zhong2021 · 974 citations
  46. Effective Use of Word Order for Text Categorization with Convolutional Neural NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Rie Johnson, Tong Zhang2015 · 971 citations
  47. Generating Long Sequences with Sparse TransformersarXiv:1904.10509Rewon Child, Scott Gray, Alec Radford, et al.2019 · 967 citations
  48. Segment AnythingarXiv:2304.02643Alexander Kirillov, Eric Mintun, Nikhila Ravi, et al.2023 · 960 citations
  49. AdapterFusion: Non-Destructive Task Composition for Transfer LearningarXiv:2005.00247 · Proceedings of EACL 2021Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, et al.2020 · 958 citations
  50. ImageBind: One Embedding Space To Bind Them AllIEEE Computer Society Conference on Computer Vision and Pattern RecognitionRohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, et al.2023 · 954 citations
  51. Visualizing and Understanding Recurrent NetworksarXiv:1506.02078Andrej Karpathy, Justin Johnson, Li Fei-Fei2015 · 954 citations
  52. Visual7W: Grounded Question Answering in ImagesIEEE Computer Society Conference on Computer Vision and Pattern RecognitionYuke Zhu, Oliver Groth, Michael Bernstein, et al.2015 · 952 citations
  53. Patient Knowledge Distillation for BERT Model CompressionarXiv:1908.09355Siqi Sun, Yu Cheng, Zhe Gan, et al.2019 · 947 citations
  54. A Survey of Data Augmentation Approaches for NLParXiv:2105.03075Steven Y. Feng, Varun Gangal, Jason Wei, et al.2021 · 940 citations
  55. Grounded Compositional Semantics for Finding and Describing Images with SentencesTransactions of the Association for Computational Linguistics (TACL)Richard Socher, Andrej Karpathy, Quoc V. Le, et al.2014 · 932 citations
  56. Deep Unordered Composition Rivals Syntactic Methods for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, et al.2015 · 926 citations
  57. Using the Output Embedding to Improve Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Ofir Press, Lior Wolf2017 · 909 citations
  58. Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature RepresentationsEliyahu Kiperwasser, Yoav Goldberg2016 · 909 citations
  59. Is Attention Interpretable?Annual Meeting of the Association for Computational Linguistics (ACL)Sofia Serrano, Noah A. Smith2019 · 899 citations
  60. End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRFarXiv:1603.01354Xuezhe Ma, Eduard Hovy2016 · 868 citations
  61. Transition-Based Dependency Parsing with Stack Long Short-Term MemoryChris Dyer, Miguel Ballesteros, Wang Ling, et al.2015 · 868 citations
  62. Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any ResolutionarXiv:2409.12191Peng Wang, Shuai Bai, Sinan Tan, et al.2024 · 860 citations
  63. A Convolutional Neural Network for Modelling SentencesarXiv:1404.2188Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom2014 · 859 citations
  64. Visualizing and Understanding Neural Models in NLPConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jiwei Li, Xinlei Chen, Eduard Hovy, et al.2016 · 855 citations
  65. DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language UnderstandingProceedings of the AAAI Conference on Artificial IntelligenceTao Shen, Tianyi Zhou, Guodong Long, et al.2017 · 854 citations
  66. Unsupervised Dense Information Retrieval with Contrastive LearningarXiv:2112.09118Gautier Izacard, Mathilde Caron, Lucas Hosseini, et al.2021 · 836 citations
  67. Gated Self-Matching Networks for Reading Comprehension and Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Wenhui Wang, Nan Yang, Furu Wei, et al.2017 · 833 citations
  68. ERASER: A Benchmark to Evaluate Rationalized NLP ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, et al.2020 · 832 citations
  69. Reformer: The Efficient TransformerarXiv:2001.04451Nikita Kitaev, Łukasz Kaiser, Anselm Levskaya2020 · 829 citations
  70. Scaling Neural Machine TranslationConference on Machine Translation: Research PapersMyle Ott, Sergey Edunov, David Grangier, et al.2018 · 826 citations
  71. Contextual Augmentation: Data Augmentation by Words with Paradigmatic RelationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sosuke Kobayashi2018 · 810 citations
  72. XLS-R: Self-supervised Cross-lingual Speech Representation Learning at ScaleInterspeechArun Babu, Changhan Wang, Andros Tjandra, et al.2021 · 807 citations
  73. ViLT: Vision-and-Language Transformer Without Convolution or Region SupervisionarXiv:2102.03334Wonjae Kim, Bokyung Son, Ildoo Kim2021 · 804 citations
  74. Reasoning about Entailment with Neural AttentionarXiv:1509.06664Tim Rocktaschel, Edward Grefenstette, Karl Moritz Hermann, et al.2015 · 802 citations
  75. TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590Ivana Balažević, Carl Allen, Timothy M. Hospedales2019 · 799 citations
  76. GLM-130B: An Open Bilingual Pre-trained ModelarXiv:2210.02414Aohan Zeng, Xiao Liu, Zhengxiao Du, et al.2022 · 786 citations
  77. Classifying Relations via Long Short Term Memory Networks along Shortest Dependency PathsConference on Empirical Methods in Natural Language Processing (EMNLP)Yan Xu, Lili Mou, Ge Li, et al.2015 · 775 citations
  78. ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningFindings of the Association for Computational LinguisticsAhmed Masry, Do Xuan Long, Jia Qing Tan, et al.2022 · 774 citations
  79. Visualizing and Understanding Convolutional NetworksarXiv:1311.2901Matthew D Zeiler, Rob Fergus2013 · 771 citations
  80. Constituency Parsing with a Self-Attentive EncoderAnnual Meeting of the Association for Computational Linguistics (ACL)Nikita Kitaev, Dan Klein2018 · 767 citations
  81. AdapterHub: A Framework for Adapting TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, et al.2020 · 754 citations
  82. RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL ParsersAnnual Meeting of the Association for Computational Linguistics (ACL)Bailin Wang, Richard Shin, Xiaodong Liu, et al.2020 · 753 citations
  83. SentEval: An Evaluation Toolkit for Universal Sentence RepresentationsLanguage Resources and Evaluation Conference (LREC)Alexis Conneau, Douwe Kiela2018 · 747 citations
  84. SoundStream: An End-to-End Neural Audio CodecIEEE/ACM Transactions on Audio Speech and Language ProcessingNeil Zeghidour, Alejandro Luebs, Ahmed Omran, et al.2021 · 733 citations
  85. Triton: An Intermediate Language and Compiler for Tiled Neural Network ComputationsMAPL 2019Philippe Tillet, H. T. Kung, David Cox2019 · 729 citations
  86. Curriculum LearningYoshua Bengio, Jérôme Louradour, Ronan Collobert, et al.2009 · 724 citations
  87. The Goldilocks Principle: Reading Children's Books with Explicit Memory RepresentationsarXiv:1511.02301Felix Hill, Antoine Bordes, Sumit Chopra, et al.2015 · 708 citations
  88. CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model SocietyConference on Neural Information Processing Systems (NeurIPS)Guohao Li, Hasan Abed Al Kader Hammoud, Hani Itani, et al.2023 · 706 citations
  89. The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural NetworksarXiv:1802.08232Nicholas Carlini, Chang Liu, Ulfar Erlingsson, et al.2018 · 692 citations
  90. Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model SizesFindings of the Association for Computational LinguisticsCheng-Yu Hsieh, Chun-Liang Li, Chih-kuan Yeh, et al.2023 · 690 citations
  91. Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalarXiv:2007.00808Lee Xiong, Chenyan Xiong, Ye Li, et al.2020 · 688 citations
  92. Globally Normalized Transition-Based Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Andor, Chris Alberti, David Weiss, et al.2016 · 683 citations
  93. Highway NetworksarXiv:1505.00387Rupesh Kumar Srivastava, Klaus Greff, Jürgen Schmidhuber2015 · 680 citations
  94. Well-Read Students Learn Better: On the Importance of Pre-training Compact ModelsarXiv:1908.08962Iulia Turc, Ming-Wei Chang, Kenton Lee, et al.2019 · 678 citations
  95. Efficient Content-Based Sparse Attention with Routing TransformersTransactions of the Association for Computational Linguistics (TACL)Aurko Roy, Mohammad Saffar, Ashish Vaswani, et al.2020 · 677 citations
  96. A Joint Many-Task Model: Growing a Neural Network for Multiple NLP TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, et al.2016 · 674 citations
  97. CoCa: Contrastive Captioners are Image-Text Foundation ModelsarXiv:2205.01917Jiahui Yu, Zirui Wang, Vijay Vasudevan, et al.2022 · 667 citations
  98. How Powerful are Graph Neural Networks?arXiv:1810.00826Keyulu Xu, Weihua Hu, Jure Leskovec, et al.2018 · 655 citations
  99. A Neural Approach to Automated Essay ScoringConference on Empirical Methods in Natural Language Processing (EMNLP)Kaveh Taghipour, Hwee Tou Ng2016 · 654 citations
  100. Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence TaggingConference on Empirical Methods in Natural Language Processing (EMNLP)Nils Reimers, Iryna Gurevych2017 · 652 citations

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