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Kyunghyun Cho — all works

483 works · page 1 of 5 · 1–100 · ← Kyunghyun Cho

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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. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling ↗arXiv:1412.3555 · no summary yetJunyoung Chung et al.2014 · 10,908 citations
  4. On the Properties of Neural Machine Translation: Encoder-Decoder ApproachesarXiv:1409.1259Kyunghyun Cho, Bart van Merrienboer, Dzmitry Bahdanau, et al.2014 · 7,803 citations
  5. Show, Attend and Tell: Neural Image Caption Generation with Visual AttentionarXiv:1502.03044Kelvin Xu, Jimmy Ba, Ryan Kiros, et al.2015 · 7,670 citations
  6. Recurrent Neural Networks for Multivariate Time Series with Missing Values ↗Scientific Reports · no summary yetZhengping Che et al.2016 · 2,332 citations
  7. Attention-Based Models for Speech RecognitionarXiv:1506.07503Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, et al.2015 · 1,819 citations
  8. 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
  9. AdapterFusion: Non-Destructive Task Composition for Transfer LearningarXiv:2005.00247 · Proceedings of EACL 2021Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, et al.2020 · 958 citations
  10. Structure-based protein function prediction using graph convolutional networks ↗Nature Communications · no summary yetVladimir Gligorijević et al.2021 · 918 citations
  11. Joint Event Extraction via Recurrent Neural NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Thien Huu Nguyen, Kyunghyun Cho, Ralph Grishman2016 · 882 citations
  12. Multi-Way, Multilingual Neural Machine Translation with a Shared Attention MechanismConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Orhan Firat, Kyunghyun Cho, Yoshua Bengio2016 · 833 citations
  13. Identifying and attacking the saddle point problem in high-dimensional non-convex optimization ↗arXiv (Cornell University) · no summary yetYann Dauphin et al.2014 · 818 citations
  14. On the Number of Linear Regions of Deep Neural Networks ↗arXiv (Cornell University) · no summary yetGuido Montúfar et al.2014 · 811 citations
  15. Augmentation for small object detection ↗arXiv:1902.07296 · no summary yetMáté Kisantal et al.2019 · 796 citations
  16. Learning Distributed Representations of Sentences from Unlabelled DataConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Felix Hill, Kyunghyun Cho, Anna Korhonen2016 · 765 citations
  17. 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
  18. Passage Re-ranking with BERTarXiv:1901.04085Rodrigo Nogueira, Kyunghyun Cho2019 · 678 citations
  19. Asking and Answering Questions to Evaluate the Factual Consistency of Summaries ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetAlex Wang, Kyunghyun Cho, Mike Lewis2020 · 666 citations
  20. On Using Monolingual Corpora in Neural Machine TranslationarXiv:1503.03535Caglar Gulcehre, Orhan Firat, Kelvin Xu, et al.2015 · 639 citations
  21. Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative RefinementConference on Empirical Methods in Natural Language Processing (EMNLP)Jason Lee, Elman Mansimov, Kyunghyun Cho2018 · 568 citations
  22. SearchQA: A New Q&A Dataset Augmented with Context from a Search EnginearXiv:1704.05179Matthew Dunn, Levent Sagun, Mike Higgins, et al.2017 · 555 citations
  23. Fully Character-Level Neural Machine Translation without Explicit SegmentationTransactions of the Association for Computational Linguistics (TACL)Jason Lee, Kyunghyun Cho, Thomas Hofmann2017 · 553 citations
  24. Convolutional recurrent neural networks for music classification ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetKeunwoo Choi et al.2017 · 527 citations
  25. Neural Text Generation with Unlikelihood TrainingarXiv:1908.04319Sean Welleck, Ilia Kulikov, Stephen Roller, et al.2019 · 513 citations
  26. Health system-scale language models are all-purpose prediction engines ↗Nature · no summary yetLavender Yao Jiang et al.2023 · 472 citations
  27. Meta-Learning for Low-Resource Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiatao Gu, Yong Wang, Yun Chen, et al.2018 · 456 citations
  28. Gated Feedback Recurrent Neural Networks ↗arXiv (Cornell University) · no summary yetChung, Junyoung et al.2015 · 438 citations
  29. Unsupervised Neural Machine TranslationarXiv:1710.11041Mikel Artetxe, Gorka Labaka, Eneko Agirre, et al.2017 · 424 citations
  30. End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results ↗arXiv (Cornell University) · no summary yetJan Chorowski et al.2014 · 416 citations
  31. A Character-level Decoder without Explicit Segmentation for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Junyoung Chung, Kyunghyun Cho, Yoshua Bengio2016 · 413 citations
  32. True Few-Shot Learning with Language ModelsarXiv:2105.11447Ethan Perez, Douwe Kiela, Kyunghyun Cho2021 · 412 citations
  33. Dialogue Natural Language InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Sean Welleck, Jason Weston, Arthur Szlam, et al.2019 · 385 citations
  34. Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks ↗IEEE Transactions on Multimedia · no summary yetKyunghyun Cho, Aaron C. Courville, Yoshua Bengio2015 · 361 citations
  35. Zero-Resource Translation with Multi-Lingual Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Orhan Firat, Baskaran Sankaran, Yaser Al-onaizan, et al.2016 · 356 citations
  36. Self-Rewarding Language Models ↗arXiv:2401.10020 · no summary yetWeizhe Yuan et al.2024 · 338 citations
  37. Document Expansion by Query PredictionarXiv:1904.08375Rodrigo Nogueira, Wei Yang, Jimmy Lin, et al.2019 · 320 citations
  38. Multi-Stage Document Ranking with BERT ↗arXiv (Cornell University) · no summary yetRodrigo Frassetto Nogueira et al.2019 · 302 citations
  39. How to Construct Deep Recurrent Neural Networks ↗arXiv:1312.6026 · no summary yetRazvan Pascanu et al.2013 · 302 citations
  40. Learning to Translate in Real-time with Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL)Jiatao Gu, Graham Neubig, Kyunghyun Cho, et al.2017 · 289 citations
  41. ReSeg: A Recurrent Neural Network-Based Model for Semantic Segmentation ↗IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · no summary yetFrancesco Visin et al.2016 · 285 citations
  42. Zero-Shot Transfer Learning for Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Lifu Huang, Heng Ji, Kyunghyun Cho, et al.2018 · 273 citations
  43. BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language ModelarXiv:1902.04094Alex Wang, Kyunghyun Cho2019 · 256 citations
  44. Prediction of Total Knee Replacement and Diagnosis of Osteoarthritis by Using Deep Learning on Knee Radiographs: Data from the Osteoarthritis Initiative ↗Radiology · no summary yetKevin Leung et al.2020 · 243 citations
  45. Search Engine Guided Neural Machine Translation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJiatao Gu et al.2018 · 240 citations
  46. Translation between Molecules and Natural LanguageConference on Empirical Methods in Natural Language Processing (EMNLP)Carl Edwards, Tuan Lai, Kevin Ros, et al.2022 · 238 citations
  47. Learning to Understand Phrases by Embedding the DictionaryTransactions of the Association for Computational Linguistics (TACL)Felix Hill, Kyunghyun Cho, Anna Korhonen, et al.2016 · 236 citations
  48. NIPS 2011 Workshop on Deep Learning and Unsupervised Feature Learning ↗no summary yetKyunghyun Cho, Tapani Raiko, Alexander Ilin2011 · 235 citations
  49. Neural Machine Translation with Byte-Level SubwordsProceedings of the AAAI Conference on Artificial IntelligenceChanghan Wang, Kyunghyun Cho, Jiatao Gu2019 · 228 citations
  50. ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks ↗arXiv (Cornell University) · no summary yetFrancesco Visin et al.2015 · 228 citations
  51. Unsupervised Question Decomposition for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Ethan Perez, Patrick Lewis, Wen-tau Yih, et al.2020 · 222 citations
  52. Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Margaret Li, Stephen Roller, Ilia Kulikov, et al.2020 · 217 citations
  53. Learning to Parse and Translate Improves Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Akiko Eriguchi, Yoshimasa Tsuruoka, Kyunghyun Cho2017 · 217 citations
  54. The International Conference on Machine Learning (ICML 2011) ↗no summary yetKyunghyun Cho, Tapani Raiko, Alexander Ilin2011 · 215 citations
  55. An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization ↗arXiv:2002.07613 · no summary yetYiqiu Shen et al.2020 · 213 citations
  56. Can neural machine translation do simultaneous translation? ↗arXiv (Cornell University) · no summary yetKyunghyun Cho, Masha Esipova2016 · 209 citations
  57. Fine-grained attention mechanism for neural machine translation ↗Neurocomputing · no summary yetHeeyoul Choi, Kyunghyun Cho, Yoshua Bengio2018 · 208 citations
  58. Nematus: a Toolkit for Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL)Rico Sennrich, Orhan Firat, Kyunghyun Cho, et al.2017 · 206 citations
  59. Conditional Molecular Design with Deep Generative Models ↗Journal of Chemical Information and Modeling · no summary yetSeokho Kang, Kyunghyun Cho2018 · 202 citations
  60. Does Neural Machine Translation Benefit from Larger Context? ↗arXiv:1704.05135 · no summary yetSebastien Jean et al.2017 · 201 citations
  61. Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers ↗arXiv (Cornell University) · no summary yetYijun Xiao, Kyunghyun Cho2016 · 197 citations
  62. High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks ↗arXiv (Cornell University) · no summary yetKrzysztof J. Geras et al.2017 · 193 citations
  63. Describing Videos by Exploiting Temporal Structure ↗arXiv (Cornell University) · no summary yetYao, Li et al.2015 · 193 citations
  64. Montreal Neural Machine Translation Systems for WMT'15 ↗Proceedings of the Tenth Workshop on Statistical Machine Translation · no summary yetSébastien Jean et al.2015 · 185 citations
  65. Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models ↗arXiv (Cornell University) · no summary yetCheolhyoung Lee, Kyunghyun Cho, Wanmo Kang2019 · 173 citations
  66. Improved Learning of Gaussian-Bernoulli Restricted Boltzmann Machines ↗Lecture notes in computer science · no summary yetKyunghyun Cho, Alexander Ilin, Tapani Raiko2011 · 172 citations
  67. Learned-Norm Pooling for Deep Feedforward and Recurrent Neural Networks ↗Lecture notes in computer science · no summary yetÇağlar Gülçehre et al.2014 · 171 citations
  68. Improved Zero-shot Neural Machine Translation via Ignoring Spurious CorrelationsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiatao Gu, Yong Wang, Kyunghyun Cho, et al.2019 · 162 citations
  69. SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain RobustnessConference on Empirical Methods in Natural Language Processing (EMNLP)Nathan Ng, Kyunghyun Cho, Marzyeh Ghassemi2020 · 161 citations
  70. Task-Oriented Query Reformulation with Reinforcement Learning ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetRodrigo Nogueira, Kyunghyun Cho2017 · 161 citations
  71. Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetRaphael Shu et al.2020 · 159 citations
  72. Iterative Reasoning Preference OptimizationConference on Neural Information Processing Systems (NeurIPS)Richard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho, et al.2024 · 153 citations
  73. Dynamic Meta-Embeddings for Improved Sentence Representations ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetDouwe Kiela, Changhan Wang, Kyunghyun Cho2018 · 150 citations
  74. On integrating a language model into neural machine translation ↗Computer Speech & Language · no summary yetÇağlar Gülçehre et al.2017 · 148 citations
  75. Protein remote homology detection and structural alignment using deep learning ↗Nature Biotechnology · no summary yetTymor Hamamsy et al.2023 · 145 citations
  76. Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks ↗Scientific Reports · no summary yetCem M. Deniz et al.2018 · 140 citations
  77. Molecular Geometry Prediction using a Deep Generative Graph Neural Network ↗Scientific Reports · no summary yetElman Mansimov et al.2019 · 135 citations
  78. DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder ↗arXiv (Cornell University) · no summary yetXiaodong Gu et al.2018 · 132 citations
  79. Transfer learning for music classification and regression tasks ↗arXiv (Cornell University) · no summary yetKeunwoo Choi et al.2017 · 130 citations
  80. QCD-aware recursive neural networks for jet physics ↗Journal of High Energy Physics · no summary yetGilles Louppe et al.2017 · 127 citations
  81. Gated Word-Character Recurrent Language Model ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetYasumasa Miyamoto, Kyunghyun Cho2016 · 126 citations
  82. Insertion-based Decoding with Automatically Inferred Generation OrderTransactions of the Association for Computational Linguistics (TACL)Jiatao Gu, Qi Liu, Kyunghyun Cho2019 · 125 citations
  83. Importance of Search and Evaluation Strategies in Neural Dialogue ModelingInternational Natural Language Generation Conference (INLG)Ilia Kulikov, Alexander Miller, Kyunghyun Cho, et al.2019 · 121 citations
  84. Query-Efficient Imitation Learning for End-to-End Autonomous Driving ↗arXiv (Cornell University) · no summary yetJiakai Zhang, Kyunghyun Cho2016 · 120 citations
  85. Connecting the Dots: Event Graph Schema Induction with Path Language Modeling ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetManling Li et al.2020 · 119 citations
  86. Context-dependent word representation for neural machine translation ↗Computer Speech & Language · no summary yetHeeyoul Choi, Kyunghyun Cho, Yoshua Bengio2017 · 118 citations
  87. Multi-way, multilingual neural machine translation ↗Computer Speech & Language · no summary yetOrhan Fırat et al.2016 · 114 citations
  88. Boundary-Seeking Generative Adversarial Networks ↗arXiv (Cornell University) · no summary yetR Devon Hjelm et al.2017 · 113 citations
  89. Query-Efficient Imitation Learning for End-to-End Simulated Driving ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJiakai Zhang, Kyunghyun Cho2017 · 104 citations
  90. Generalized Inner Loop Meta-Learning ↗arXiv (Cornell University) · no summary yetEdward Grefenstette et al.2019 · 101 citations
  91. Non-Monotonic Sequential Text Generation ↗arXiv (Cornell University) · no summary yetSean Welleck et al.2019 · 101 citations
  92. Overcoming the Curse of Sentence Length for Neural Machine Translation using Automatic Segmentation ↗Proceedings of SSST-8, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation · no summary yetJean Pouget-Abadie et al.2014 · 96 citations
  93. Masked graph modeling for molecule generation ↗Nature Communications · no summary yetOmar Mahmood et al.2021 · 94 citations
  94. Continual Learning via Neural Pruning ↗arXiv (Cornell University) · no summary yetSiavash Golkar, M. Kagan, Kyunghyun Cho2019 · 90 citations
  95. A study of the recurrent neural network encoder-decoder for large vocabulary speech recognition ↗Interspeech (USB) · no summary yetLiang Lu et al.2015 · 90 citations
  96. Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetGyuwan Kim, Kyunghyun Cho2021 · 88 citations
  97. The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetManling Li et al.2021 · 87 citations
  98. Training Language Models with Language Feedback at Scale ↗arXiv:2303.16755 · no summary yetJérémy Scheurer et al.2023 · 85 citations
  99. Learning Distributed Representations from Reviews for Collaborative Filtering ↗ACM Conference on Recommender Systems (RecSys) · no summary yetAmjad Almahairi et al.2015 · 85 citations
  100. Breast Density Classification with Deep Convolutional Neural Networks ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetNan Wu et al.2018 · 84 citations

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