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Yoon Kim

  1. The Surprising Effectiveness of Test-Time Training for Few-Shot Learning
    2024/11/11 by Ekin Akyürek, Akyürek, Ekin, Mehul Damani +14 · 17 voices · 53 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
  2. Self-Adapting Language Models
    2025/06/12 by Adam Zweiger, Zweiger, Adam, Jyothish Pari +9 · 26 voices · 19 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Domain Adaptation and Few-Shot Learning
  3. DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
    2023/09/07 by Yung-Sung Chuang, Yujia Xie, Chuang, Yung-Sung +9 · 3 voices · 97 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
  4. Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks
    2023/07/05 by Zhaofeng Wu, Linlu Qiu, Wu, Zhaofeng +15 · 8 voices · 54 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  5. Convolutional Neural Networks for Sentence Classification
    2014/08/25 by Yoon Kim, Kim, Yoon · 210 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Sentiment Analysis and Opinion Mining #Topic Modeling
  6. Gated Linear Attention Transformers with Hardware-Efficient Training
    2023/12/11 by Yang Song-lin, Songlin Yang, Bailin Wang +8 · 1 voice · 118 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Neural Networks and Applications #cs.CL #cs.LG
  7. Sequence-Level Knowledge Distillation
    2016/06/25 by Yoon Kim, Kim, Yoon, Alexander M. Rush +1 · 87 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 #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  8. Character-Aware Neural Language Models
    2015/08/26 by Yoon Kim, Kim, Yoon, Yacine Jernite +5 · 66 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Topic Modeling
  9. Parameter-Efficient Transfer Learning with Diff Pruning
    2020/12/14 by Demi Guo, Alexander M. Rush, Guo, Demi +3 · 48 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Multimodal Machine Learning Applications
  10. Parallelizing Linear Transformers with the Delta Rule over Sequence Length
    2024/06/10 by Songlin Yang, Bailin Wang, Yang, Songlin +7 · 93 citations
    Computer Science · #Cellular Automata and Applications #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture
  11. Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors
    2022/11/20 by Thomas Hartvigsen, Hartvigsen, Thomas, Swami Sankaranarayanan +7 · 54 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Topic Modeling
  12. Log-Linear Attention
    2025/06/05 by Han Guo, Songlin Yang, Guo, Han +11 · 2 voices · 17 citations
    Computer Science · #Machine Learning in Healthcare #Parallel Computing and Optimization Techniques #Topic Modeling #cs.LG
  13. Learning to Decode Collaboratively with Multiple Language Models
    2024/03/06 by Shannon Zejiang Shen, Hunter Lang, Shen, Shannon Zejiang +7 · 1 voice · 17 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
  14. Fast KV Compaction via Attention Matching
    2026/02/18 by Adam Zweiger, Xinghong Fu, Han Guo +1 · 8 voices · 3 citations
    #cs.LG
  15. Vision-Language Models Do Not Understand Negation
    2025/01/16 by Kumail Alhamoud, Alhamoud, Kumail, Shaden Alshammari +12 · 3 voices · 21 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Natural Language Processing Techniques #Speech and dialogue systems #cs.CL #cs.CV
  16. Large Language Models are Few-Shot Clinical Information Extractors
    2022/05/25 by Monica Agrawal, Agrawal, Monica, Stefan Hegselmann +7 · 26 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  17. Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps
    2024/07/09 by Yung-Sung Chuang, Chuang, Yung-Sung, Linlu Qiu +9 · 2 voices · 36 citations
    Psychology · #cs.CL #cs.AI #cs.LG
  18. Structured Attention Networks
    2017/02/03 by Yoon Kim, Carl Denton, Kim, Yoon +5 · 23 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  19. CODA: Rewriting Transformer Blocks as GEMM-Epilogue Programs
    2026/05/19 by Han Guo, Jack Zhang, Arjun Menon +4 · 13 voices · 1 citation
    #cs.LG
  20. Grammar Prompting for Domain-Specific Language Generation with Large Language Models
    2023/05/30 by Bailin Wang, Wang, Bailin, Zi Wang +9 · 2 voices · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.CL
  21. The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities
    2024/11/07 by Zhaofeng Wu, Wu, Zhaofeng, Xinyan Velocity Yu +8 · 4 voices · 20 citations
    Computer Science · #Natural Language Processing Techniques #cs.CL
  22. Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning
    2023/03/06 by Zhen Wang, Rameswar Panda, Wang, Zhen +9 · 22 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  23. Data Engineering for Scaling Language Models to 128K Context
    2024/02/15 by Yao Fu, Rameswar Panda, Fu, Yao +11 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Network Packet Processing and Optimization #Parallel Computing and Optimization Techniques
  24. LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
    2023/11/20 by Han Guo, Guo, Han, Philip Greengard +5 · 23 citations
    Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Multimodal Machine Learning Applications
  25. Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models
    2023/06/15 by Sarah J. Zhang, Sarah Zhang, Zhang, Sarah J. +28 · 4 voices
    Computer Science · Engineering · #Oil and Gas Production Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  26. Semi-Amortized Variational Autoencoders
    2018/02/07 by Yoon Kim, Kim, Yoon, Sam Wiseman +7 · 13 citations
    Computer Science · Physics and Astronomy · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
  27. In-Context Language Learning: Architectures and Algorithms
    2024/01/23 by Ekin Akyürek, Akyürek, Ekin, Bailin Wang +5 · 19 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  28. SAIL: Search-Augmented Instruction Learning
    2023/05/24 by Hongyin Luo, Luo, Hongyin, Yung-Sung Chuang +15 · 1 voice · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  29. Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
    2023/10/12 by Linlu Qiu, Liwei Jiang, Qiu, Linlu +19 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  30. LangNav: Language as a Perceptual Representation for Navigation
    2023/10/11 by Bowen Pan, Pan, Bowen, Rameswar Panda +11 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Speech and dialogue systems
  31. Avoiding Latent Variable Collapse With Generative Skip Models
    2018/07/12 by Adji Bousso Dieng, Yoon Kim, Dieng, Adji B. +5 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Music and Audio Processing
  32. Training-Free Activation Sparsity in Large Language Models
    2024/08/26 by James Liu, Pragaash Ponnusamy, Liu, James +9 · 17 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  33. CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities
    2024/01/13 by Yujun Mao, Mao, Yujun, Yoon Kim +3 · 13 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  34. DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
    2022/04/21 by Yung-Sung Chuang, Rumen Dangovski, Chuang, Yung-Sung +17 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  35. Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment
    2024/04/18 by Zhaofeng Wu, Ananth Balashankar, Wu, Zhaofeng +7 · 1 voice · 9 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
  36. Adversarially Regularized Autoencoders
    2017/06/13 by Yoon Kim, Zhao, Jake, Kim, Yoon +6 · 10 citations
    Computer Science · Physics and Astronomy · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE)
  37. Value Augmented Sampling for Language Model Alignment and Personalization
    2024/05/10 by Seungwook Han, Han, Seungwook, Idan Shenfeld +7 · 11 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  38. VizAbility: Enhancing Chart Accessibility with LLM-based Conversational Interaction
    2023/10/14 by Joshua Gorniak, Gorniak, Joshua, Yoon Kim +5 · 8 citations
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimedia Communication and Technology #Speech and dialogue systems
  39. Towards Verifiable Text Generation with Symbolic References
    2023/11/15 by Lucas Torroba Hennigen, Hennigen, Lucas Torroba, Shannon Shen +9 · 9 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  40. OpenNMT: Neural Machine Translation Toolkit
    2018/05/28 by Guillaume Klein, Yoon Kim, Klein, Guillaume +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  41. Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty
    2025/07/22 by Mehul Damani, Damani, Mehul, Isha Puri +11 · 1 voice · 25 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
  42. Diversity Measurement and Subset Selection for Instruction Tuning Datasets
    2024/02/04 by Peiqi Wang, Wang, Peiqi, Yikang Shen +11 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Online Learning and Analytics
  43. Unsupervised Recurrent Neural Network Grammars
    2019/04/07 by Yoon Kim, Kim, Yoon, Alexander M. Rush +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  44. Mitigating the Impact of Outlier Channels for Language Model Quantization with Activation Regularization
    2024/04/04 by Aniruddha Nrusimha, Mayank Mishra, Nrusimha, Aniruddha +9 · 5 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
  45. Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
    2024/04/17 by Yue Zhou, Yada Zhu, Zhou, Yue +7 · 4 citations
    Computer Science · #Natural Language Processing Techniques
  46. Fast Matrix Multiplications for Lookup Table-Quantized LLMs
    2024/07/15 by William T. Brandon, Guo, Han, Brandon, William +8 · 4 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Natural Language Processing Techniques #Distributed and Parallel Computing Systems
  47. Retrieval-augmented systems can be dangerous medical communicators
    2025/02/18 by Lionel Wong, Wong, Lionel, Ayman Ali +9 · 2 voices · 3 citations
    #cs.CL #cs.AI #cs.IR
  48. Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment
    2024/02/21 by William Merrill, Merrill, William, Zhaofeng Wu +7 · 1 voice · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  49. A Tutorial on Deep Latent Variable Models of Natural Language
    2018/12/17 by Yoon Kim, Kim, Yoon, Sam Wiseman +3 · 3 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
  50. Sequence-Level Mixed Sample Data Augmentation
    2020/11/18 by Demi Guo, Yoon Kim, Guo, Demi +3 · 2 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
  51. Structured Code Representations Enable Data-Efficient Adaptation of Code Language Models
    2024/01/19 by Mayank Agarwal, Yikang Shen, Agarwal, Mayank +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
  52. Syntactic Perturbations Reveal Representational Correlates of\n Hierarchical Phrase Structure in Pretrained Language Models
    2021/04/15 by Matteo Alleman, Jonathan Mamou, Alleman, Matteo +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  53. Co-training Improves Prompt-based Learning for Large Language Models
    2022/02/02 by Hunter Lang, Lang, Hunter, Monica Agrawal +5 · 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 #Speech Recognition and Synthesis #Topic Modeling
  54. Empirical Study of the Benefits of Overparameterization in Learning Latent Variable Models
    2019/06/28 by Rares-Darius Buhai, Yoni Halpern, Buhai, Rares-Darius +7 · 2 citations
    Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Topic Modeling
  55. Inducing and Using Alignments for Transition-based AMR Parsing
    2022/05/03 by Andrew Drozdov, Drozdov, Andrew, Jiawei Zhou +11 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  56. Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars
    2022/12/18 by Songlin Yang, Roger Lévy, Yang, Songlin +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Testing and Debugging Techniques #Topic Modeling
  57. Simple Hardware-Efficient PCFGs with Independent Left and Right Productions
    2023/10/23 by Wei Liu, Songlin Yang, Liu, Wei +5 · 1 citation
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling