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Kyunghyun Cho

  1. Neural Machine Translation by Jointly Learning to Align and Translate
    2014/09/01 by Dzmitry Bahdanau, Bahdanau, Dzmitry, Kyunghyun Cho +3 · 9 voices · 363 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  2. Self-Rewarding Language Models
    2024/01/18 by Weizhe Yuan, Richard Yuanzhe Pang, Yuan, Weizhe +11 · 4 voices · 91 citations
    #cs.CL #cs.AI
  3. Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation
    2014/06/03 by Kyunghyun Cho, Bart van Merriënboer, Cho, Kyunghyun +11 · 412 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Topic Modeling
  4. Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
    2015/02/10 by Kelvin Xu, Xu, Kelvin, Jimmy Ba +13 · 1 voice · 55 citations
    #cs.LG #cs.CV
  5. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
    2014/12/11 by Jun‐Young Chung, Çağlar Gülçehre, Chung, Junyoung +5 · 352 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis
  6. Iterative Reasoning Preference Optimization
    2024/04/30 by Richard Yuanzhe Pang, Pang, Richard Yuanzhe, Weizhe Yuan +9 · 2 voices · 35 citations
    #cs.CL #cs.AI
  7. On the Properties of Neural Machine Translation: Encoder-Decoder Approaches
    2014/09/03 by Kyunghyun Cho, Cho, Kyunghyun, Bart van Merriënboer +5 · 145 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Handwritten Text Recognition Techniques
  8. Recurrent Neural Networks for Multivariate Time Series with Missing Values
    2016/06/06 by Zhengping Che, Che, Zhengping, Sanjay Purushotham +7 · 72 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Machine Learning in Healthcare #Stock Market Forecasting Methods
  9. Passage Re-ranking with BERT
    2019/01/13 by Rodrigo Nogueira, Nogueira, Rodrigo, Kyunghyun Cho +1 · 83 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  10. Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs
    2023/09/13 by Angelica Chen, Ravid Shwartz-Ziv, Chen, Angelica +7 · 4 voices · 28 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  11. Document Expansion by Query Prediction
    2019/04/17 by Rodrigo Nogueira, Wei Yang, Nogueira, Rodrigo +5 · 43 citations
    Computer Science · #Topic Modeling #Information Retrieval and Search Behavior #Natural Language Processing Techniques
  12. Neural Text Generation with Unlikelihood Training
    2019/08/12 by Sean Welleck, Ilia Kulikov, Welleck, Sean +9 · 37 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
  13. xVal: A Continuous Numerical Tokenization for Scientific Language Models
    2023/10/04 by Siavash Golkar, Golkar, Siavash, Mariel Pettee +25 · 2 voices · 3 citations
    #stat.ML #cs.AI #cs.CL #cs.LG
  14. BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model
    2019/02/11 by Alex Wang, Kyunghyun Cho, Wang, Alex +1 · 2 voices · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG
  15. Multi-Stage Document Ranking with BERT
    2019/10/31 by Rodrigo Nogueira, Wei Yang, Nogueira, Rodrigo +5 · 31 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  16. Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
    2019/03/20 by Nan Wu, Jason Phang, Wu, Nan +61 · 1 voice · 5 citations
    Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CV #cs.LG #stat.ML
  17. True Few-Shot Learning with Language Models
    2021/05/24 by Ethan Perez, Douwe Kiela, Perez, Ethan +3 · 23 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
  18. RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
    2025/04/24 by Zihan Wang, Kangrui Wang, Wang, Zihan +33 · 77 citations
    Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  19. Unsupervised Neural Machine Translation
    2017/10/30 by Mikel Artetxe, Artetxe, Mikel, Gorka Labaka +5 · 21 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  20. Query-Efficient Imitation Learning for End-to-End Autonomous Driving
    2016/05/20 by Jiakai Zhang, Zhang, Jiakai, Kyunghyun Cho +1 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
  21. ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks
    2015/05/03 by Francesco Visin, Visin, Francesco, Kyle Kastner +9 · 1 voice · 2 citations
    #cs.CV
  22. Neural Machine Translation with Byte-Level Subwords
    2019/09/07 by Changhan Wang, Wang, Changhan, Kyunghyun Cho +3 · 11 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  23. NaturalProofs: Mathematical Theorem Proving in Natural Language
    2021/03/24 by Sean Welleck, Jiacheng Liu, Welleck, Sean +9 · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
  24. Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement
    2018/02/19 by Jason Lee, Elman Mansimov, Lee, Jason +3 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Machine Learning and Data Classification
  25. Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks
    2022/02/10 by Nan Wu, Wu, Nan, Stanisław Jastrzȩbski +5 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  26. Meta-Learning for Low-Resource Neural Machine Translation
    2018/08/25 by Jiatao Gu, Yong Wang, Gu, Jiatao +7 · 12 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  27. Multiple Physics Pretraining for Physical Surrogate Models
    2023/10/04 by Michael T. McCabe, Bruno Régaldo-Saint Blancard, McCabe, Michael +25 · 15 citations
    Physics and Astronomy · Computer Science · Biochemistry, Genetics and Molecular Biology · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques
  28. The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models
    2025/02/11 by Artem Kirsanov, Kirsanov, Artem, Chi-Ning Chou +5 · 2 voices · 6 citations
    Computer Science · Neuroscience · #Neurobiology of Language and Bilingualism #Text Readability and Simplification #Topic Modeling #cs.CL
  29. NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions
    2025/02/18 by Weizhe Yuan, Jian Yu, Yuan, Weizhe +19 · 18 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
  30. Deep Neural Networks Improve Radiologists’ Performance in Breast Cancer Screening
    2020/04/01 by Nan Wu, Jason Phang, Jungkyu Park +29 · 5 citations
  31. QCD-Aware Recursive Neural Networks for Jet Physics
    2017/02/02 by Gilles Louppe, Kyunghyun Cho, Cyril Becot +1 · 1 voice · 3 citations
    #hep-ph #physics.data-an #stat.ML
  32. Learned-Norm Pooling for Deep Feedforward and Recurrent Neural Networks
    2013/11/07 by Çağlar Gülçehre, Gulcehre, Caglar, Kyunghyun Cho +5 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
  33. Peer Reviews of Peer Reviews: A Randomized Controlled Trial and Other Experiments
    2023/11/16 by Alexander Goldberg, Ivan Stelmakh, Goldberg, Alexander +11 · 8 citations
    Computer Science · #Expert finding and Q&A systems
  34. Chemical-Reaction-Aware Molecule Representation Learning
    2021/09/21 by Hongwei Wang, Wang, Hongwei, Weijiang Li +11 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM)
  35. Continual Learning via Neural Pruning
    2019/03/11 by Siavash Golkar, M. Kagan, Golkar, Siavash +3 · 6 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Adversarial Robustness in Machine Learning
  36. VisualSem: A High-quality Knowledge Graph for Vision and Language
    2020/08/20 by Houda Alberts, Alberts, Houda, Yash Deshpande +10 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #E.0 #E.2 #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  37. Task-Oriented Query Reformulation with Reinforcement Learning
    2017/04/15 by Rodrigo Nogueira, Nogueira, Rodrigo, Kyunghyun Cho +1 · 4 citations
    Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Web Data Mining and Analysis
  38. Iterative Neural Autoregressive Distribution Estimator (NADE-k)
    2014/06/05 by Tapani Raiko, Raiko, Tapani, Li Yao +5 · 6 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Gaussian Processes and Bayesian Inference #Domain Adaptation and Few-Shot Learning
  39. Nematus: a Toolkit for Neural Machine Translation
    2017/03/13 by Rico Sennrich, Sennrich, Rico, Orhan Fırat +20 · 1 voice
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL
  40. Zero-Resource Translation with Multi-Lingual Neural Machine Translation
    2016/06/13 by Orhan Fırat, Baskaran Sankaran, Firat, Orhan +7 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  41. AbDiffuser: Full-Atom Generation of in vitro Functioning Antibodies
    2023/07/28 by Karolis Martinkus, Jan Ludwiczak, Martinkus, Karolis +19 · 6 citations
    Engineering · Medicine · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Monoclonal and Polyclonal Antibodies Research #Nanofabrication and Lithography Techniques
  42. Scaling Laws Are Unreliable for Downstream Tasks: A Reality Check
    2025/07/01 by Nicholas Lourie, Michael Y. Hu, Mengying Hu +4 · 3 voices · 6 citations
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Motor Control and Adaptation #Software System Performance and Reliability #cs.CL #cs.LG
  43. Towards Understanding and Improving GFlowNet Training
    2023/05/11 by Max W. Shen, Emmanuel Bengio, Shen, Max W. +9 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  44. Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers
    2016/02/01 by Yijun Xiao, Xiao, Yijun, Kyunghyun Cho +1 · 5 citations
    Computer Science · #Topic Modeling #Text and Document Classification Technologies #Natural Language Processing Techniques
  45. Noisy Parallel Approximate Decoding for Conditional Recurrent Language Model
    2016/05/12 by Kyunghyun Cho, Cho, Kyunghyun · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  46. Convolutional Recurrent Neural Networks for Music Classification
    2016/09/14 by Keunwoo Choi, George Fazekas, Choi, Keunwoo +5 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #Speech and Audio Processing
  47. Non-Monotonic Sequential Text Generation
    2019/02/05 by Sean Welleck, Welleck, Sean, Kianté Brantley +5 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  48. Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search
    2020/10/14 by Gyuwan Kim, Kyunghyun Cho, Kim, Gyuwan +1 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  49. Latent State Models of Training Dynamics
    2023/08/18 by Michael Y. Hu, Hu, Michael Y., Angelica Chen +5 · 1 voice · 3 citations
    Computer Science · #Neural Networks and Applications
  50. Overcoming the Curse of Sentence Length for Neural Machine Translation\n using Automatic Segmentation
    2014/09/03 by Jean Pouget-Abadie, Pouget-Abadie, Jean, Dzmitry Bahdanau +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  51. Concept Bottleneck Language Models For protein design
    2024/11/09 by Aya Abdelsalam Ismail, Ismail, Aya Abdelsalam, Tuomas Oikarinen +21 · 3 voices · 4 citations
    Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Machine Learning in Bioinformatics #Microbial Metabolic Engineering and Bioproduction #cs.LG
  52. Insertion-based Decoding with automatically Inferred Generation Order
    2019/02/04 by Jiatao Gu, Gu, Jiatao, Qi Liu +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  53. Training Language Models with Language Feedback at Scale
    2023/03/28 by Jérémy Scheurer, Scheurer, Jérémy, Jon Ander Campos +11 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  54. Dialogue Natural Language Inference
    2018/11/01 by Sean Welleck, Welleck, Sean, Jason Weston +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  55. Consistency of a Recurrent Language Model With Respect to Incomplete Decoding
    2020/02/06 by Sean Welleck, Ilia Kulikov, Welleck, Sean +7 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  56. A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks
    2019/07/04 by Owen Marschall, Kyunghyun Cho, Marschall, Owen +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Neural Network Applications #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC) #Stochastic Gradient Optimization Techniques
  57. Larger-Context Language Modelling
    2015/11/11 by Tian Wang, Kyunghyun Cho, Wang, Tian +1 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  58. Linear Connectivity Reveals Generalization Strategies
    2022/05/24 by Jeevesh Juneja, Rachit Bansal, Juneja, Jeevesh +7 · 1 voice · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  59. BOtied: Multi-objective Bayesian optimization with tied multivariate ranks
    2023/06/01 by Ji Won Park, Park, Ji Won, Nataša Tagasovska +7 · 3 citations
    Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Optimal Experimental Design Methods #Probabilistic and Robust Engineering Design
  60. Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes
    2016/06/30 by Çağlar Gülçehre, Gulcehre, Caglar, Sarath Chandar +5 · 3 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural and Evolutionary Computing (cs.NE)
  61. Backplay: "Man muss immer umkehren"
    2018/07/18 by Cinjon Resnick, Roberta Răileanu, Resnick, Cinjon +9 · 5 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  62. An Overview of Large Language Models for Statisticians
    2025/02/25 by Wenlong Ji, Weizhe Yuan, Ji, Wenlong +17 · 2 voices · 5 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.CL #cs.LG #stat.ML
  63. Leveraging Implicit Feedback from Deployment Data in Dialogue
    2023/07/26 by Richard Yuanzhe Pang, Stephen Roller, Pang, Richard Yuanzhe +7 · 3 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
  64. Dynamic Meta-Embeddings for Improved Sentence Representations
    2018/04/21 by Douwe Kiela, Kiela, Douwe, Changhan Wang +3 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  65. A Tutorial on Deep Learning for Music Information Retrieval
    2017/09/13 by Keunwoo Choi, Choi, Keunwoo, György Fazekas +5 · 3 citations
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Generative Adversarial Networks and Image Synthesis
  66. Joint Embedding Predictive Architectures Focus on Slow Features
    2022/11/20 by Vlad Sobal, S V Jyothir, Sobal, Vlad +9 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Data Classification
  67. Fully Character-Level Neural Machine Translation without Explicit\n Segmentation
    2016/10/10 by Jason D. Lee, Lee, Jason, Kyunghyun Cho +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  68. Boundary-Seeking Generative Adversarial Networks
    2017/02/27 by R Devon Hjelm, Hjelm, R Devon, Athul Paul Jacob +9 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  69. Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding
    2018/04/21 by Lifu Huang, Kyunghyun Cho, Huang, Lifu +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  70. Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations
    2019/06/04 by Jiatao Gu, Gu, Jiatao, Yong Wang +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  71. \mathbbX-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs
    2024/07/25 by Vlad Sobal, Mark Ibrahim, Sobal, Vlad +13 · 1 voice · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #cs.CV #cs.LG
  72. ARGUS: Visualization of AI-Assisted Task Guidance in AR
    2023/08/11 by Sonia Castelo, Castelo, Sonia, João Rulff +33 · 2 citations
    Computer Science · Engineering · #Augmented Reality Applications #Human Pose and Action Recognition #Human Motion and Animation
  73. Gated Word-Character Recurrent Language Model
    2016/06/06 by Yasumasa Miyamoto, Miyamoto, Yasumasa, Kyunghyun Cho +1 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  74. Rapidly Bootstrapping a Question Answering Dataset for COVID-19
    2020/04/23 by Raphael Tang, Tang, Raphael, Rodrigo Nogueira +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  75. Learning Non-Monotonic Automatic Post-Editing of Translations from Human Orderings
    2020/04/29 by António Góis, Kyunghyun Cho, Góis, António +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  76. Differences between human and machine perception in medical diagnosis
    2020/11/28 by Taro Makino, Makino, Taro, Stanisław Jastrzȩbski +39 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  77. Rissanen Data Analysis: Examining Dataset Characteristics via Description Length
    2021/03/05 by Ethan Perez, Douwe Kiela, Perez, Ethan +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  78. Contextual Counting: A Mechanistic Study of Transformers on a Quantitative Task
    2024/05/30 by Siavash Golkar, Alberto Bietti, Golkar, Siavash +27 · 2 citations
    Computer Science · #Neural Networks and Applications
  79. Perspectives on the State and Future of Deep Learning - 2023
    2023/12/07 by Micah Goldblum, Anima Anandkumar, Goldblum, Micah +17 · 3 voices
    #cs.AI #cs.LG
  80. AlphaD3M: Machine Learning Pipeline Synthesis
    2021/11/03 by Iddo Drori, Drori, Iddo, Yamuna Krishnamurthy +13 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  81. An Empirical Study on Few-shot Knowledge Probing for Pretrained Language Models
    2021/09/06 by Tianxing He, He, Tianxing, Kyunghyun Cho +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  82. Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design
    2024/07/15 by Nataša Tagasovska, Tagasovska, Nataša, Ji Won Park +19 · 2 citations
    Medicine · Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Monoclonal and Polyclonal Antibodies Research #Protein purification and stability #Biosimilars and Bioanalytical Methods
  83. Computational Identifiability
    2026/06/08 by Lucius E. J. Bynum, Rajesh Ranganath, Kyunghyun Cho · 1 voice
    Computer Science · Mathematics · #cs.LG #cs.AI #math.NA #stat.CO #stat.ME #stat.ML
  84. A Pareto-optimal compositional energy-based model for sampling and optimization of protein sequences
    2022/10/19 by Nataša Tagasovska, Tagasovska, Nataša, Nathan C. Frey +21 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM) #RNA and protein synthesis mechanisms #vaccines and immunoinformatics approaches
  85. Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission Prediction
    2022/11/13 by Grace Yang, Ming Cao, Yang, Grace +15 · 1 citation
    Computer Science · Medicine · #Topic Modeling #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education
  86. Language Models as Causal Effect Generators
    2024/11/12 by Lucius E. J. Bynum, Lucius Bynum, Kyunghyun Cho +2 · 1 voice · 1 citation
    Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.AP #stat.ME #stat.ML
  87. First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language Models
    2023/11/08 by Naomi Saphra, Eve Fleisig, Saphra, Naomi +5 · 4 voices
    Social Sciences · #Computational and Text Analysis Methods #cs.CL
  88. On the design space between molecular mechanics and machine learning force fields
    2025/04/02 by Yuanqing Wang, Kenichiro Takaba, Michael S. Chen +14 · 1 voice · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Protein Structure and Dynamics
  89. Can Unconditional Language Models Recover Arbitrary Sentences?
    2019/07/10 by Nishant Subramani, Subramani, Nishant, Samuel R. Bowman +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  90. Why Knowledge Distillation Works in Generative Models: A Minimal Working Explanation
    2025/05/19 by Sungmin Cha, Kyunghyun Cho, Cha, Sungmin +1 · 1 voice · 3 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Machine Learning and Algorithms #Topic Modeling #cs.LG
  91. Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks
    2024/10/29 by Angelica Chen, Chen, Angelica, Samuel Stanton +15 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
  92. Generalized Inner Loop Meta-Learning
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