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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) · 1,205 with a page here, the most cited first · page 4 of 13 · 301–400 · ← Geoffrey E. Hinton

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  1. CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual ReasoningarXiv:1612.06890Justin Johnson, Bharath Hariharan, Laurens van der Maaten, et al.2016 · 464 citations
  2. Graph-to-Sequence Learning using Gated Graph Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Beck, Gholamreza Haffari, Trevor Cohn2018 · 459 citations
  3. Deep Keyphrase GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Rui Meng, Sanqiang Zhao, Shuguang Han, et al.2017 · 454 citations
  4. FreeLB: Enhanced Adversarial Training for Natural Language UnderstandingarXiv:1909.11764Chen Zhu, Yu Cheng, Zhe Gan, et al.2019 · 452 citations
  5. CARER: Contextualized Affect Representations for Emotion RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Elvis Saravia, Hsien-Chi Toby Liu, Yen-Hao Huang, et al.2018 · 452 citations
  6. HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Xingxing Zhang, Furu Wei, Ming Zhou2019 · 451 citations
  7. Neural Document Summarization by Jointly Learning to Score and Select SentencesAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyu Zhou, Nan Yang, Furu Wei, et al.2018 · 450 citations
  8. Masked Language Model ScoringAnnual Meeting of the Association for Computational Linguistics (ACL)Julian Salazar, Davis Liang, Toan Q. Nguyen, et al.2020 · 447 citations
  9. The Falcon Series of Open Language ModelsarXiv:2311.16867Ebtesam Almazrouei, Hamza Alobeidli, Abdulaziz Alshamsi, et al.2023 · 443 citations
  10. Deep Communicating Agents for Abstractive SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.2018 · 440 citations
  11. Experience Grounds LanguageConference on Empirical Methods in Natural Language Processing (EMNLP)Yonatan Bisk, Ari Holtzman, Jesse Thomason, et al.2020 · 439 citations
  12. Self-Alignment Pretraining for Biomedical Entity RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, et al.2021 · 437 citations
  13. MuST-C: a Multilingual Speech Translation CorpusConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mattia A. Di Gangi, Roldano Cattoni, Luisa Bentivogli, et al.2019 · 437 citations
  14. Pay Less Attention with Lightweight and Dynamic ConvolutionsarXiv:1901.10430Felix Wu, Angela Fan, Alexei Baevski, et al.2019 · 437 citations
  15. InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic TasksarXiv:2312.14238Zhe Chen, Jiannan Wu, Wenhai Wang, et al.2023 · 435 citations
  16. Benchmarking Neural Network Robustness to Common Corruptions and PerturbationsarXiv:1903.12261Dan Hendrycks, Thomas Dietterich2019 · 434 citations
  17. Adversarial Training Methods for Semi-Supervised Text ClassificationarXiv:1605.07725Takeru Miyato, Andrew M. Dai, Ian Goodfellow2016 · 433 citations
  18. Massively Parallel Methods for Deep Reinforcement LearningarXiv:1507.04296Arun Nair, Praveen Srinivasan, Sam Blackwell, et al.2015 · 427 citations
  19. Data Augmentation for Low-Resource Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Marzieh Fadaee, Arianna Bisazza, Christof Monz2017 · 425 citations
  20. Neural AMR: Sequence-to-Sequence Models for Parsing and GenerationIoannis Konstas, Srinivasan Iyer, Mark Yatskar, et al.2017 · 425 citations
  21. Security and Privacy Challenges of Large Language Models: A SurveyACM Computing SurveysBadhan Chandra Das, M. Hadi Amini, Yanzhao Wu2024 · 424 citations
  22. Improving Coreference Resolution by Learning Entity-Level Distributed RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Clark, Christopher D. Manning2016 · 422 citations
  23. Deep Learning: A Critical AppraisalarXiv:1801.00631Gary Marcus2018 · 417 citations
  24. Document-Level Neural Machine Translation with Hierarchical Attention NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, et al.2018 · 415 citations
  25. High Fidelity Neural Audio CompressionarXiv:2210.13438Alexandre Defossez, Jade Copet, Gabriel Synnaeve, et al.2022 · 414 citations
  26. Tying Word Vectors and Word Classifiers: A Loss Framework for Language ModelingarXiv:1611.01462Hakan Inan, Khashayar Khosravi, Richard Socher2016 · 414 citations
  27. Multi-Turn Response Selection for Chatbots with Deep Attention Matching NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangyang Zhou, Lu Li, Daxiang Dong, et al.2018 · 410 citations
  28. Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language UnderstandingarXiv:1810.02338Kexin Yi, Jiajun Wu, Chuang Gan, et al.2018 · 407 citations
  29. BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-modelsarXiv:2106.10199Elad Ben-Zaken, Shauli Ravfogel, Yoav Goldberg2021 · 406 citations
  30. Depression and Self-Harm Risk Assessment in Online ForumsConference on Empirical Methods in Natural Language Processing (EMNLP)Andrew Yates, Arman Cohan, Nazli Goharian2017 · 404 citations
  31. A Simple Language Model for Task-Oriented DialoguearXiv:2005.00796Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, et al.2020 · 399 citations
  32. Gender Bias in Neural Natural Language ProcessingLecture notes in computer scienceKaiji Lu, Piotr Mardziel, Fangjing Wu, et al.2018 · 397 citations
  33. Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General AgentsJournal of Artificial Intelligence ResearchMarlos C. Machado, Marc G. Bellemare, Erik Talvitie, et al.2017 · 393 citations
  34. BPE-Dropout: Simple and Effective Subword RegularizationAnnual Meeting of the Association for Computational Linguistics (ACL)Ivan Provilkov, Dmitrii Emelianenko, Elena Voita2020 · 391 citations
  35. Combating Adversarial Misspellings with Robust Word RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL)Danish Pruthi, Bhuwan Dhingra, Zachary C. Lipton2019 · 390 citations
  36. Green AIarXiv:1907.10597Roy Schwartz, Jesse Dodge, Noah A. Smith, et al.2019 · 389 citations
  37. Deep Semantic Role Labeling with Self-AttentionProceedings of the AAAI Conference on Artificial IntelligenceZhixing Tan, Mingxuan Wang, Jun Xie, et al.2017 · 387 citations
  38. Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling MechanismsAnnual Meeting of the Association for Computational Linguistics (ACL)Dinghan Shen, Guoyin Wang, Wenlin Wang, et al.2018 · 386 citations
  39. FastBERT: a Self-distilling BERT with Adaptive Inference TimeAnnual Meeting of the Association for Computational Linguistics (ACL)Weijie Liu, Peng Zhou, Zhiruo Wang, et al.2020 · 383 citations
  40. Representation Learning: A Review and New PerspectivesarXiv:1206.5538Yoshua Bengio, Aaron Courville, Pascal Vincent2012 · 383 citations
  41. Emerging Cross-lingual Structure in Pretrained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Conneau, Shijie Wu, Haoran Li, et al.2020 · 382 citations
  42. Many Languages, One ParserTransactions of the Association for Computational Linguistics (TACL)Waleed Ammar, George Mulcaire, Miguel Ballesteros, et al.2016 · 382 citations
  43. A Survey on Model Compression for Large Language ModelsTransactions of the Association for Computational Linguistics (TACL)Xunyu Zhu, Jian Li, Yong Liu, et al.2024 · 381 citations
  44. A Neural Layered Model for Nested Named Entity RecognitionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Meizhi Ju, Makoto Miwa, Sophia Ananiadou2018 · 379 citations
  45. Neural Machine Translation with Extended ContextWorkshop on Discourse in Machine TranslationJörg Tiedemann, Yves Scherrer2017 · 378 citations
  46. Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social GoodAnnual Meeting of the Association for Computational Linguistics (ACL)Xuewei Wang, Weiyan Shi, Richard Kim, et al.2019 · 373 citations
  47. SQLNet: Generating Structured Queries From Natural Language Without Reinforcement LearningarXiv:1711.04436Xiaojun Xu, Chang Liu, Dawn Song2017 · 372 citations
  48. Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Yaojie Lu, Hongyu Lin, Jin Xu, et al.2021 · 370 citations
  49. Training Tips for the Transformer ModelarXiv:1804.00247 · The Prague Bulletin of Mathematical Linguistics 110, April 2018, pp. 43-70Martin Popel, Ondřej Bojar2018 · 370 citations
  50. Revisiting Few-sample BERT Fine-tuningarXiv:2006.05987Tianyi Zhang, Felix Wu, Arzoo Katiyar, et al.2020 · 368 citations
  51. Combining Language and Vision with a Multimodal Skip-gram ModelConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Angeliki Lazaridou, Nghia The Pham, Marco Baroni2015 · 368 citations
  52. A Survey on Large Language Models for Code GenerationACM Transactions on Software Engineering and MethodologyJuyong Jiang, Fan Wang, Jiasi Shen, et al.2024 · 367 citations
  53. Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic CoherenceAnnual Meeting of the Association for Computational Linguistics (ACL)Federico Bianchi, Silvia Terragni, Dirk Hovy2021 · 366 citations
  54. Averaging Weights Leads to Wider Optima and Better GeneralizationarXiv:1803.05407Pavel Izmailov, Dmitrii Podoprikhin, Timur Garipov, et al.2018 · 366 citations
  55. Adversarial Training for Unsupervised Bilingual Lexicon InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Meng Zhang, Yang Liu, Huanbo Luan, et al.2017 · 362 citations
  56. Universal Neural Machine Translation for Extremely Low Resource LanguagesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jiatao Gu, Hany Hassan, Jacob Devlin, et al.2018 · 361 citations
  57. Visual Attention Model for Name Tagging in Multimodal Social MediaAnnual Meeting of the Association for Computational Linguistics (ACL)Di Lu, Leonardo Neves, Vitor Carvalho, et al.2018 · 361 citations
  58. BRIO: Bringing Order to Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yixin Liu, Pengfei Liu, Dragomir Radev, et al.2022 · 360 citations
  59. Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and InferencearXiv:2412.13663Benjamin Warner, Antoine Chaffin, Benjamin Clavié, et al.2024 · 358 citations
  60. Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation ExtractionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Patrick Verga, Emma Strubell, Andrew McCallum2018 · 353 citations
  61. Exploring Neural Text Simplification ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Sergiu Nisioi, Sanja Štajner, Simone Paolo Ponzetto, et al.2017 · 353 citations
  62. What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine AlignmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hongyuan Mei, Mohit Bansal, Matthew R. Walter2016 · 353 citations
  63. Syntax-Aware Aspect Level Sentiment Classification with Graph Attention NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Binxuan Huang, Kathleen Carley2019 · 351 citations
  64. Improving Topic Models with Latent Feature Word RepresentationsTransactions of the Association for Computational Linguistics (TACL)Dat Quoc Nguyen, Richard Billingsley, Lan Du, et al.2015 · 351 citations
  65. Lessons from Natural Language Inference in the Clinical DomainConference on Empirical Methods in Natural Language Processing (EMNLP)Alexey Romanov, Chaitanya Shivade2018 · 350 citations
  66. Symbolic Knowledge Distillation: from General Language Models to Commonsense ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Peter West, Chandra Bhagavatula, Jack Hessel, et al.2022 · 349 citations
  67. RobBERT: a Dutch RoBERTa-based Language ModelarXiv:2001.06286Pieter Delobelle, Thomas Winters, Bettina Berendt2020 · 349 citations
  68. Visualizing and Measuring the Geometry of BERTarXiv:1906.02715Andy Coenen, Emily Reif, Ann Yuan, et al.2019 · 349 citations
  69. Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four MinutesarXiv:1807.11205Xianyan Jia, Shutao Song, Wei He, et al.2018 · 348 citations
  70. Semi-supervised Multitask Learning for Sequence LabelingAnnual Meeting of the Association for Computational Linguistics (ACL)Marek Rei2017 · 347 citations
  71. Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary SpaceConference on Empirical Methods in Natural Language Processing (EMNLP)Mor Geva, Avi Caciularu, Kevin Ro Wang, et al.2022 · 346 citations
  72. Teaching Small Language Models to ReasonAnnual Meeting of the Association for Computational Linguistics (ACL)Lucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek, et al.2023 · 343 citations
  73. Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal TransformerAnnual Meeting of the Association for Computational Linguistics (ACL)Jianfei Yu, Jing Jiang, Li Yang, et al.2020 · 342 citations
  74. SimCLS: A Simple Framework for Contrastive Learning of Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yixin Liu, Pengfei Liu2021 · 341 citations
  75. Progress & Compress: A scalable framework for continual learningarXiv:1805.06370Jonathan Schwarz, Jelena Luketina, Wojciech M. Czarnecki, et al.2018 · 338 citations
  76. Sentence Compression by Deletion with LSTMsConference on Empirical Methods in Natural Language Processing (EMNLP)Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares, et al.2015 · 338 citations
  77. Neural Paraphrase Generation with Stacked Residual LSTM NetworksInternational Conference on Computational Linguistics (COLING)Aaditya Prakash, Sadid A. Hasan, Kathy Lee, et al.2016 · 337 citations
  78. Long Short-Term Memory Neural Networks for Chinese Word SegmentationConference on Empirical Methods in Natural Language Processing (EMNLP)Xinchi Chen, Xipeng Qiu, Chenxi Zhu, et al.2015 · 336 citations
  79. Scaling Speech Technology to 1,000+ LanguagesarXiv:2305.13516Vineel Pratap, Andros Tjandra, Bowen Shi, et al.2023 · 334 citations
  80. Generating Wikipedia by Summarizing Long SequencesarXiv:1801.10198Peter J. Liu, Mohammad Saleh, Etienne Pot, et al.2018 · 334 citations
  81. ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and GenerationarXiv:2107.02137Yu Sun, Shuohuan Wang, Shikun Feng, et al.2021 · 332 citations
  82. Discovering Language Model Behaviors with Model-Written EvaluationsarXiv:2212.09251Ethan Perez, Sam Ringer, Kamilė Lukošiūtė, et al.2022 · 328 citations
  83. Unsupervised Corpus Aware Language Model Pre-training for Dense Passage RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL)Luyu Gao, Jamie Callan2022 · 328 citations
  84. How Transferable are Neural Networks in NLP Applications?Conference on Empirical Methods in Natural Language Processing (EMNLP)Lili Mou, Zhao Meng, Rui Yan, et al.2016 · 328 citations
  85. Controlling Output Length in Neural Encoder-DecodersConference on Empirical Methods in Natural Language Processing (EMNLP)Yuta Kikuchi, Graham Neubig, Ryohei Sasano, et al.2016 · 324 citations
  86. Text and Code Embeddings by Contrastive Pre-TrainingarXiv:2201.10005Arvind Neelakantan, Tao Xu, Raul Puri, et al.2022 · 323 citations
  87. Carbon Emissions and Large Neural Network TrainingarXiv:2104.10350David Patterson, Joseph Gonzalez, Quoc Le, et al.2021 · 323 citations
  88. Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning AbstractionsarXiv:1802.04730Nicolas Vasilache, Oleksandr Zinenko, Theodoros Theodoridis, et al.2018 · 323 citations
  89. ALFWorld: Aligning Text and Embodied Environments for Interactive LearningarXiv:2010.03768Mohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, et al.2020 · 322 citations
  90. Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionShengbang Tong, Zhuang Liu, Yuexiang Zhai, et al.2024 · 321 citations
  91. Multi-task Sequence to Sequence LearningarXiv:1511.06114Minh-Thang Luong, Quoc V. Le, Ilya Sutskever, et al.2015 · 321 citations
  92. Probing Pretrained Language Models for Lexical SemanticsConference on Empirical Methods in Natural Language Processing (EMNLP)Ivan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.2020 · 320 citations
  93. Decoding with Large-Scale Neural Language Models Improves TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Ashish Vaswani, Yinggong Zhao, Victoria Fossum, et al.2013 · 318 citations
  94. How Far Can Camels Go? Exploring the State of Instruction Tuning on Open ResourcesConference on Neural Information Processing Systems (NeurIPS)Yizhong Wang, Hamish Ivison, Pradeep Dasigi, et al.2023 · 317 citations
  95. Good-Enough Compositional Data AugmentationAnnual Meeting of the Association for Computational Linguistics (ACL)Jacob Andreas2020 · 313 citations
  96. On the Practical Computational Power of Finite Precision RNNs for Language RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL)Gail Weiss, Yoav Goldberg, Eran Yahav2018 · 313 citations
  97. A Minimal Span-Based Neural Constituency ParserAnnual Meeting of the Association for Computational Linguistics (ACL)Mitchell Stern, Jacob Andreas, Dan Klein2017 · 311 citations
  98. Exploiting Argument Information to Improve Event Detection via Supervised Attention MechanismsAnnual Meeting of the Association for Computational Linguistics (ACL)Shulin Liu, Yubo Chen, Kang Liu, et al.2017 · 309 citations
  99. UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Li, Can Gao, Guocheng Niu, et al.2021 · 308 citations
  100. A Survey of Domain Adaptation for Neural Machine TranslationInternational Conference on Computational Linguistics (COLING)Chenhui Chu, Rui Wang2018 · 308 citations

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