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Who cites David Warde-Farley

1,467 citations of their works from 1,462 papers of our library (of the 149,439 whose bibliographies we read) · 128 with a page here, the most cited first · page 1 of 2 · 1–100 · ← David Warde-Farley

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  1. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Kyunghyun Cho, Bart van Merriënboer, Caglar Gulcehre, et al.2014 · 26,725 citations
  2. Neural Machine Translation by Jointly Learning to Align and TranslatearXiv:1409.0473Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio2014 · 19,287 citations
  3. Momentum Contrast for Unsupervised Visual Representation LearningIEEE Computer Society Conference on Computer Vision and Pattern RecognitionKaiming He, Haoqi Fan, Yuxin Wu, et al.2019 · 13,302 citations
  4. A Comprehensive Survey on Graph Neural NetworksIEEE Transactions on Neural Networks and Learning SystemsZonghan Wu, Shirui Pan, Fengwen Chen, et al.2019 · 10,312 citations
  5. Explaining and Harnessing Adversarial ExamplesarXiv:1412.6572Ian J. Goodfellow, Jonathon Shlens, Christian Szegedy2014 · 8,577 citations
  6. A Simple Framework for Contrastive Learning of Visual RepresentationsarXiv:2002.05709Ting Chen, Simon Kornblith, Mohammad Norouzi, et al.2020 · 8,000 citations
  7. Show, Attend and Tell: Neural Image Caption Generation with Visual AttentionarXiv:1502.03044Kelvin Xu, Jimmy Ba, Ryan Kiros, et al.2015 · 7,670 citations
  8. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial NetworksarXiv:1511.06434Alec Radford, Luke Metz, Soumith Chintala2015 · 6,654 citations
  9. Generative Adversarial NetsIan J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, et al.2014 · 5,790 citations
  10. mixup: Beyond Empirical Risk MinimizationarXiv:1710.09412Hongyi Zhang, Moustapha Cisse, Yann N. Dauphin, et al.2017 · 4,928 citations
  11. On the Opportunities and Risks of Foundation ModelsarXiv:2108.07258Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, et al.2021 · 3,160 citations
  12. Hierarchical Text-Conditional Image Generation with CLIP LatentsarXiv:2204.06125Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, et al.2022 · 2,713 citations
  13. Scalable Diffusion Models with TransformersIEEE/CVF International Conference on Computer Vision (ICCV)William Peebles, Saining Xie2022 · 2,670 citations
  14. Generating Sentences from a Continuous SpaceConference on Computational Natural Language Learning (CoNLL)Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, et al.2016 · 2,435 citations
  15. Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1arXiv:1602.02830Matthieu Courbariaux, Itay Hubara, Daniel Soudry, et al.2016 · 2,143 citations
  16. MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed SystemsarXiv:1512.01274Tianqi Chen, Mu Li, Yutian Li, et al.2015 · 2,000 citations
  17. Adversarial Examples for Evaluating Reading Comprehension SystemsRobin Jia, Percy Liang2017 · 1,969 citations
  18. BinaryConnect: Training Deep Neural Networks with binary weights during propagationsarXiv:1511.00363Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David2015 · 1,885 citations
  19. Attention-Based Models for Speech RecognitionarXiv:1506.07503Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, et al.2015 · 1,819 citations
  20. Deep Unsupervised Learning using Nonequilibrium ThermodynamicsarXiv:1503.03585Jascha Sohl-Dickstein, Eric A. Weiss, Niru Maheswaranathan, et al.2015 · 1,761 citations
  21. Score-Based Generative Modeling through Stochastic Differential EquationsarXiv:2011.13456Yang Song, Jascha Sohl-Dickstein, Diederik P. Kingma, et al.2020 · 1,680 citations
  22. Quantized Neural Networks: Training Neural Networks with Low Precision Weights and ActivationsarXiv:1609.07061Itay Hubara, Matthieu Courbariaux, Daniel Soudry, et al.2016 · 1,610 citations
  23. Improved Techniques for Training GANsarXiv:1606.03498Tim Salimans, Ian Goodfellow, Wojciech Zaremba, et al.2016 · 1,558 citations
  24. Zero-Shot Text-to-Image GenerationarXiv:2102.12092Aditya Ramesh, Mikhail Pavlov, Gabriel Goh, et al.2021 · 1,528 citations
  25. Pre-Training with Whole Word Masking for Chinese BERTIEEE/ACM Transactions on Audio Speech and Language ProcessingYiming Cui, Wanxiang Che, Ting Liu, et al.2019 · 1,490 citations
  26. TVM: An Automated End-to-End Optimizing Compiler for Deep LearningarXiv:1802.04799Tianqi Chen, Thierry Moreau, Ziheng Jiang, et al.2018 · 1,384 citations
  27. CTRL: A Conditional Transformer Language Model for Controllable GenerationarXiv:1909.05858Nitish Shirish Keskar, Bryan McCann, Lav R. Varshney, et al.2019 · 1,291 citations
  28. Generative Modeling by Estimating Gradients of the Data DistributionarXiv:1907.05600Yang Song, Stefano Ermon2019 · 1,274 citations
  29. 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
  30. On Using Very Large Target Vocabulary for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Sébastien Jean, Kyunghyun Cho, Roland Memisevic, et al.2015 · 1,013 citations
  31. Convolutional Networks on Graphs for Learning Molecular FingerprintsarXiv:1509.09292David Duvenaud, Dougal Maclaurin, Jorge Aguilera-Iparraguirre, et al.2015 · 993 citations
  32. Style Transfer from Non-Parallel Text by Cross-AlignmentTianxiao Shen, Tao Lei, Regina Barzilay, et al.2017 · 979 citations
  33. 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
  34. HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech SynthesisarXiv:2010.05646Jungil Kong, Jaehyeon Kim, Jaekyoung Bae2020 · 969 citations
  35. Multi-Task Learning for Multiple Language TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Daxiang Dong, Hua Wu, Wei He, et al.2015 · 796 citations
  36. Revisiting Pre-Trained Models for Chinese Natural Language ProcessingarXiv:2004.13922Yiming Cui, Wanxiang Che, Ting Liu, et al.2020 · 790 citations
  37. Analysis Methods in Neural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL)Yonatan Belinkov, James Glass2019 · 740 citations
  38. Mitigating Gender Bias in Natural Language Processing: Literature ReviewAnnual Meeting of the Association for Computational Linguistics (ACL)Tony Sun, Andrew Gaut, Shirlyn Tang, et al.2019 · 724 citations
  39. Style Transfer in Text: Exploration and EvaluationProceedings of the AAAI Conference on Artificial IntelligenceZhenxin Fu, Xiaoye Tan, Nanyun Peng, et al.2017 · 703 citations
  40. Red Teaming Language Models with Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Ethan Perez, Saffron Huang, Francis Song, et al.2022 · 700 citations
  41. Unsupervised Machine Translation Using Monolingual Corpora OnlyarXiv:1711.00043Guillaume Lample, Alexis Conneau, Ludovic Denoyer, et al.2017 · 669 citations
  42. Denoising Diffusion Implicit ModelsarXiv:2010.02502Jiaming Song, Chenlin Meng, Stefano Ermon2020 · 576 citations
  43. Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network ModelsProceedings of the AAAI Conference on Artificial IntelligenceIulian V. Serban, Alessandro Sordoni, Yoshua Bengio, et al.2015 · 551 citations
  44. Toward Controlled Generation of TextarXiv:1703.00955Zhiting Hu, Zichao Yang, Xiaodan Liang, et al.2017 · 537 citations
  45. Texygen: A Benchmarking Platform for Text Generation ModelsarXiv:1802.01886Yaoming Zhu, Sidi Lu, Lei Zheng, et al.2018 · 495 citations
  46. Null It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionAnnual Meeting of the Association for Computational Linguistics (ACL)Shauli Ravfogel, Yanai Elazar, Hila Gonen, et al.2020 · 488 citations
  47. CogView: Mastering Text-to-Image Generation via TransformersarXiv:2105.13290Ming Ding, Zhuoyi Yang, Wenyi Hong, et al.2021 · 469 citations
  48. Controllable Abstractive SummarizationWorkshop on Neural Machine Translation and GenerationAngela Fan, David Grangier, Michael Auli2018 · 427 citations
  49. A Survey on Recent Approaches for Natural Language Processing in Low-Resource ScenariosConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Michael A. Hedderich, Lukas Lange, Heike Adel, et al.2021 · 401 citations
  50. On the Limitations of Unsupervised Bilingual Dictionary InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Anders Søgaard, Sebastian Ruder, Ivan Vulić2018 · 401 citations
  51. Text Understanding with the Attention Sum Reader NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Rudolf Kadlec, Martin Schmid, Ondrej Bajgar, et al.2016 · 390 citations
  52. Evaluation of Text Generation: A SurveyarXiv:2006.14799Asli Celikyilmaz, Elizabeth Clark, Jianfeng Gao2020 · 388 citations
  53. The AI Scientist: Towards Fully Automated Open-Ended Scientific DiscoveryarXiv:2408.06292Chris Lu, Cong Lu, Robert Tjarko Lange, et al.2024 · 372 citations
  54. 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
  55. Adversarial Removal of Demographic Attributes from Text DataConference on Empirical Methods in Natural Language Processing (EMNLP)Yanai Elazar, Yoav Goldberg2018 · 359 citations
  56. Neural Unsupervised Domain Adaptation in NLP–-A SurveyInternational Conference on Computational Linguistics (COLING)Alan Ramponi, Barbara Plank2020 · 336 citations
  57. Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified FlowarXiv:2209.03003Xingchao Liu, Chengyue Gong, Qiang Liu2022 · 315 citations
  58. A Survey of Domain Adaptation for Neural Machine TranslationInternational Conference on Computational Linguistics (COLING)Chenhui Chu, Rui Wang2018 · 308 citations
  59. Learning to Write with Cooperative DiscriminatorsAnnual Meeting of the Association for Computational Linguistics (ACL)Ari Holtzman, Jan Buys, Maxwell Forbes, et al.2018 · 303 citations
  60. How to Construct Deep Recurrent Neural NetworksarXiv:1312.6026Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, et al.2013 · 302 citations
  61. Style Transformer: Unpaired Text Style Transfer without Disentangled Latent RepresentationAnnual Meeting of the Association for Computational Linguistics (ACL)Ning Dai, Jianze Liang, Xipeng Qiu, et al.2019 · 301 citations
  62. Paraphrase Generation with Deep Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Zichao Li, Xin Jiang, Lifeng Shang, et al.2018 · 300 citations
  63. Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human AttackConference on Empirical Methods in Natural Language Processing (EMNLP)Emily Dinan, Samuel Humeau, Bharath Chintagunta, et al.2019 · 295 citations
  64. Structured Denoising Diffusion Models in Discrete State-SpacesarXiv:2107.03006Jacob Austin, Daniel D. Johnson, Jonathan Ho, et al.2021 · 284 citations
  65. Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency AnalysisACM Computing Surveys 2019Tal Ben-Nun, Torsten Hoefler2018 · 275 citations
  66. Learning to Optimize Tensor ProgramsarXiv:1805.08166Tianqi Chen, Lianmin Zheng, Eddie Yan, et al.2019 · 269 citations
  67. On Extractive and Abstractive Neural Document Summarization with Transformer Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Jonathan Pilault, Raymond Li, Sandeep Subramanian, et al.2020 · 261 citations
  68. An Empirical Survey of Data Augmentation for Limited Data Learning in NLPTransactions of the Association for Computational Linguistics (TACL)Jiaao Chen, Derek Tam, Colin Raffel, et al.2023 · 254 citations
  69. Generative Language Modeling for Automated Theorem ProvingarXiv:2009.03393Stanislas Polu, Ilya Sutskever2020 · 241 citations
  70. Towards Robust Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Yong Cheng, Zhaopeng Tu, Fandong Meng, et al.2018 · 238 citations
  71. Concrete Problems in AI SafetyarXiv:1606.06565Dario Amodei, Chris Olah, Jacob Steinhardt, et al.2016 · 232 citations
  72. Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence RerankingAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Tsung-Hsien Wen, Milica Gašić, Dongho Kim, et al.2015 · 216 citations
  73. Data-Driven Sentence Simplification: Survey and BenchmarkComputational LinguisticsFernando Alva-Manchego, Carolina Scarton, Lucia Specia2020 · 213 citations
  74. Fighting Offensive Language on Social Media with Unsupervised Text Style TransferAnnual Meeting of the Association for Computational Linguistics (ACL)Cicero Nogueira dos Santos, Igor Melnyk, Inkit Padhi2018 · 211 citations
  75. CogVideo: Large-scale Pretraining for Text-to-Video Generation via TransformersarXiv:2205.15868Wenyi Hong, Ming Ding, Wendi Zheng, et al.2022 · 191 citations
  76. DiffuSeq: Sequence to Sequence Text Generation with Diffusion ModelsarXiv:2210.08933Shansan Gong, Mukai Li, Jiangtao Feng, et al.2022 · 189 citations
  77. Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style TransferConference on Empirical Methods in Natural Language Processing (EMNLP)Fanchao Qi, Yangyi Chen, Xurui Zhang, et al.2021 · 189 citations
  78. Rethinking Cooperative Rationalization: Introspective Extraction and Complement ControlConference on Empirical Methods in Natural Language Processing (EMNLP)Mo Yu, Shiyu Chang, Yang Zhang, et al.2019 · 179 citations
  79. Addressing Semantic Drift in Question Generation for Semi-Supervised Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Shiyue Zhang, Mohit Bansal2019 · 174 citations
  80. Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights CasesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, et al.2021 · 168 citations
  81. Multi-Source Cross-Lingual Model Transfer: Learning What to ShareAnnual Meeting of the Association for Computational Linguistics (ACL)Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, et al.2019 · 162 citations
  82. Unsupervised Text Style Transfer using Language Models as DiscriminatorsarXiv:1805.11749Zichao Yang, Zhiting Hu, Chris Dyer, et al.2018 · 161 citations
  83. Dataset Condensation with Gradient MatchingInternational Conference on Learning Representations (ICLR)Bo Zhao, Konda Reddy Mopuri, Hakan Bilen2020 · 159 citations
  84. Effective Domain Mixing for Neural Machine TranslationConference on Machine Translation (WMT)Denny Britz, Quoc Le, Reid Pryzant2017 · 156 citations
  85. Self Forcing: Bridging the Train-Test Gap in Autoregressive Video DiffusionConference on Neural Information Processing Systems (NeurIPS)Xun Huang, Zhengqi Li, Guande He, et al.2025 · 146 citations
  86. A Neural Knowledge Language ModelarXiv:1608.00318Sungjin Ahn, Heeyoul Choi, Tanel Pärnamaa, et al.2016 · 146 citations
  87. Adversarial Connective-exploiting Networks for Implicit Discourse Relation ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Lianhui Qin, Zhisong Zhang, Hai Zhao, et al.2017 · 145 citations
  88. Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance?Conference of the European Chapter of the Association for Computational Linguistics (EACL)Abhilasha Ravichander, Yonatan Belinkov, Eduard Hovy2021 · 144 citations
  89. Unifying Human and Statistical Evaluation for Natural Language GenerationarXiv:1904.02792Tatsunori B. Hashimoto, Hugh Zhang, Percy Liang2019 · 143 citations
  90. Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Wenkai Yang, Lei Li, Zhiyuan Zhang, et al.2021 · 135 citations
  91. Improved Natural Language Generation via Loss TruncationAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Kang, Tatsunori B. Hashimoto2020 · 130 citations
  92. Debating with More Persuasive LLMs Leads to More Truthful AnswersarXiv:2402.06782Akbir Khan, John Hughes, Dan Valentine, et al.2024 · 101 citations
  93. AraELECTRA: Pre-Training Text Discriminators for Arabic Language UnderstandingArabic Natural Language Processing Workshop (WANLP)Wissam Antoun, Fady Baly, Hazem Hajj2021 · 97 citations
  94. Truncation Sampling as Language Model DesmoothingFindings of the Association for Computational LinguisticsJohn Hewitt, Christopher Manning, Percy Liang2022 · 95 citations
  95. f-Divergence Minimization for Sequence-Level Knowledge DistillationAnnual Meeting of the Association for Computational Linguistics (ACL)Yuqiao Wen, Zichao Li, Wenyu Du, et al.2023 · 92 citations
  96. Trading Off Diversity and Quality in Natural Language GenerationWorkshop on Human Evaluation of NLP Systems (HumEval)Hugh Zhang, Daniel Duckworth, Daphne Ippolito, et al.2021 · 88 citations
  97. Sequence-to-Sequence Data Augmentation for Dialogue Language UnderstandingInternational Conference on Computational Linguistics (COLING)Yutai Hou, Yijia Liu, Wanxiang Che, et al.2018 · 88 citations
  98. PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image SynthesisarXiv:2310.00426Junsong Chen, Jincheng Yu, Chongjian Ge, et al.2023 · 87 citations
  99. Benchmark Data Contamination of Large Language Models: A SurveyarXiv:2406.04244Cheng Xu, Shuhao Guan, Derek Greene, et al.2024 · 85 citations
  100. A Systematic Study of Neural Discourse Models for Implicit Discourse RelationConference of the European Chapter of the Association for Computational Linguistics (EACL)Attapol Rutherford, Vera Demberg, Nianwen Xue2017 · 78 citations

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