Elamur Research⌕
☰
home / authors / Yoon Kim / all works

Yoon Kim — all works

123 works · page 1 of 2 · 1–100 · ← Yoon Kim

1 2

  1. Convolutional Neural Networks for Sentence ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Yoon Kim2014 · 16,299 citations
  2. OpenNMT: Open-Source Toolkit for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Guillaume Klein, Yoon Kim, Yuntian Deng, et al.2017 · 2,475 citations
  3. Character-Aware Neural Language ModelsProceedings of the AAAI Conference on Artificial IntelligenceYoon Kim, Yacine Jernite, David Sontag, et al.2015 · 1,874 citations
  4. Sequence-Level Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP)Yoon Kim, Alexander M. Rush2016 · 1,464 citations
  5. Large language models are few-shot clinical information extractorsConference on Empirical Methods in Natural Language Processing (EMNLP)Monica Agrawal, Stefan Hegselmann, Hunter Lang, et al.2022 · 454 citations
  6. Temporal Analysis of Language through Neural Language ModelsACL Workshop on Language Technologies and Computational Social ScienceYoon Kim, Yi-I Chiu, Kentaro Hanaki, et al.2014 · 441 citations
  7. Large Language Models are Few-Shot Clinical Information ExtractorsConference on Empirical Methods in Natural Language Processing (EMNLP)Monica Agrawal, Stefan Hegselmann, Hunter Lang, et al.2022 · 384 citations
  8. Parameter-Efficient Transfer Learning with Diff PruningAnnual Meeting of the Association for Computational Linguistics (ACL)Demi Guo, Alexander Rush, Yoon Kim2021 · 367 citations
  9. DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language ModelsarXiv:2309.03883Yung-Sung Chuang, Yujia Xie, Hongyin Luo, et al.2023 · 269 citations
  10. DiffCSE: Difference-based Contrastive Learning for Sentence EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, et al.2022 · 269 citations
  11. Compound Probabilistic Context-Free Grammars for Grammar InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Yoon Kim, Chris Dyer, Alexander Rush2019 · 201 citations
  12. Structured Attention Networks ↗arXiv (Cornell University) · no summary yetYoon Kim et al.2017 · 188 citations
  13. Automatic pronunciation scoring for language instruction ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetHoracio Franco et al.1997 · 181 citations
  14. Unsupervised Recurrent Neural Network Grammars ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetYoon Kim et al.2019 · 168 citations
  15. Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks ↗arXiv:2307.02477 · no summary yetZhaofeng Wu et al.2023 · 139 citations
  16. Gated Linear Attention Transformers with Hardware-Efficient Training ↗arXiv:2312.06635 · no summary yetSonglin Yang et al.2023 · 138 citations
  17. OpenNMT: Neural Machine Translation Toolkit ↗Proceedings of the 13th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track) · no summary yetGuillaume Klein et al.2018 · 131 citations
  18. Sequence-Level Mixed Sample Data Augmentation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetDemi Guo, Yoon Kim, Alexander Rush2020 · 114 citations
  19. Data Engineering for Scaling Language Models to 128K ContextarXiv:2402.10171Yao Fu, Rameswar Panda, Xinyao Niu, et al.2024 · 109 citations
  20. Automatic pronunciation scoring of specific phone segments for language instruction ↗European Conference on Speech Communication and Technology (Eurospeech) · no summary yetYoon Kim, Horacio Franco, Leonardo Neumeyer1997 · 109 citations
  21. Latent Alignment and Variational Attention ↗arXiv (Cornell University) · no summary yetYuntian Deng et al.2018 · 98 citations
  22. Parallelizing Linear Transformers with the Delta Rule over Sequence Length ↗arXiv:2406.06484 · no summary yetSonglin Yang et al.2024 · 87 citations
  23. Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention MapsConference on Empirical Methods in Natural Language Processing (EMNLP)Yung-Sung Chuang, Linlu Qiu, Cheng-Yu Hsieh, et al.2024 · 78 citations
  24. Semi-Amortized Variational Autoencoders ↗arXiv (Cornell University) · no summary yetYoon Kim et al.2018 · 78 citations
  25. Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning ↗arXiv (Cornell University) · no summary yetZhen Wang et al.2023 · 77 citations
  26. Adapting Sequence Models for Sentence CorrectionConference on Empirical Methods in Natural Language Processing (EMNLP)Allen Schmaltz, Yoon Kim, Alexander Rush, et al.2017 · 77 citations
  27. Kori: Interactive Synthesis of Text and Charts in Data Documents ↗IEEE Transactions on Visualization and Computer Graphics · no summary yetShahid Latif et al.2021 · 71 citations
  28. Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement ↗arXiv (Cornell University) · no summary yetLinlu Qiu et al.2023 · 64 citations
  29. Avoiding Latent Variable Collapse With Generative Skip Models ↗arXiv (Cornell University) · no summary yetAdji Bousso Dieng et al.2018 · 61 citations
  30. VALHALLA: Visual Hallucination for Machine Translation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYi Li et al.2022 · 58 citations
  31. Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction ↗Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications · no summary yetAllen Schmaltz et al.2016 · 57 citations
  32. Spatio-temporal edge-based median filtering for deinterlacing ↗International Conference on Consumer Electronics · no summary yetHyo-Sub Oh et al.2000 · 56 citations
  33. Adversarially Regularized Autoencoders for Generating Discrete Structures. ↗arXiv (Cornell University) · no summary yetJunbo Zhao et al.2017 · 52 citations
  34. A video camera system with enhanced zoom tracking and auto white balance ↗IEEE Transactions on Consumer Electronics · no summary yetYoon Kim et al.2002 · 44 citations
  35. SAIL: Search-Augmented Instruction Learning ↗arXiv:2305.15225 · no summary yetHongyin Luo et al.2023 · 43 citations
  36. A Tutorial on Deep Latent Variable Models of Natural Language ↗arXiv (Cornell University) · no summary yetYoon Kim, Sam Wiseman, Alexander M. Rush2018 · 42 citations
  37. Co-training Improves Prompt-based Learning for Large Language Models ↗arXiv (Cornell University) · no summary yetHunter Lang et al.2022 · 41 citations
  38. The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities ↗arXiv (Cornell University) · no summary yetZhaofeng Wu et al.2024 · 40 citations
  39. LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning ↗arXiv:2311.12023 · no summary yetHan Guo et al.2023 · 39 citations
  40. In-Context Language Learning: Architectures and Algorithms ↗arXiv (Cornell University) · no summary yetEkin Akyürek et al.2024 · 37 citations
  41. Vision-Language Models Do Not Understand Negation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetKumail Alhamoud et al.2025 · 36 citations
  42. The Surprising Effectiveness of Test-Time Training for Few-Shot Learning ↗arXiv:2411.07279 · no summary yetEkin Akyürek et al.2024 · 36 citations
  43. Training-Free Activation Sparsity in Large Language Models ↗arXiv (Cornell University) · no summary yetJames Liu et al.2024 · 35 citations
  44. Learning to Decode Collaboratively with Multiple Language Models ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZejiang Shen et al.2024 · 35 citations
  45. CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetYujun Mao, Yoon Kim, Yilun Zhou2024 · 34 citations
  46. LangNav: Language as a Perceptual Representation for Navigation ↗Findings of the Association for Computational Linguistics: NAACL 2024 · no summary yetBowen Pan et al.2024 · 32 citations
  47. Search Augmented Instruction Learning ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetHongyin Luo et al.2023 · 30 citations
  48. Sequence-to-Sequence Learning with Latent Neural Grammars ↗arXiv (Cornell University) · no summary yetYoon Kim2021 · 30 citations
  49. Learning to Grow Pretrained Models for Efficient Transformer Training ↗arXiv (Cornell University) · no summary yetPeihao Wang et al.2023 · 28 citations
  50. Inducing and Using Alignments for Transition-based AMR Parsing ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetAndrew Drozdov et al.2022 · 26 citations
  51. Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty ↗arXiv (Cornell University) · no summary yetMehul Damani et al.2025 · 24 citations
  52. Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetYue Zhou et al.2024 · 23 citations
  53. Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models ↗Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) · no summary yetMatteo Alleman et al.2021 · 22 citations
  54. Probing for Incremental Parse States in Autoregressive Language Models ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetTiwalayo Eisape et al.2022 · 21 citations
  55. Emergence of Separable Manifolds in Deep Language Representations ↗arXiv (Cornell University) · no summary yetMamou, Jonathan et al.2020 · 21 citations
  56. Credibility Adjusted Term Frequency: A Supervised Term Weighting Scheme for Sentiment Analysis and Text Classification ↗Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis · no summary yetYoon Kim, Owen Zhang2014 · 19 citations
  57. Wireless measurement based resource allocation for QoS provisioning over IEEE 802.11 wireless LAN ↗IEEE Transactions on Consumer Electronics · no summary yetJae-Young Pyun et al.2003 · 19 citations
  58. Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetZhaofeng Wu et al.2024 · 17 citations
  59. Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning ↗Findings of the Association for Computational Linguistics: NAACL 2024 · no summary yetTianhua Zhang et al.2024 · 16 citations
  60. Explain-then-translate: an analysis on improving program translation with self-generated explanations ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetZilu Tang et al.2023 · 16 citations
  61. Developmental Stage Classification of Embryos Using Two-Stream Neural Network with Linear-Chain Conditional Random Field ↗Lecture notes in computer science · no summary yetStanislav Lukyanenko et al.2021 · 15 citations
  62. Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetWilliam Merrill et al.2024 · 13 citations
  63. Empirical Study of the Benefits of Overparameterization in Learning Latent Variable Models ↗arXiv (Cornell University) · no summary yetRares-Darius Buhai et al.2019 · 12 citations
  64. Variable Speed Limit to Improve Safety near Traffic Congestion on Urban Freeways ↗International Journal of Fuzzy Systems · no summary yetYoungtae Jo, Yoon Kim, Inbum Jung2012 · 11 citations
  65. What Do Language Models Hear? Probing for Auditory Representations in Language Models ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJerry Ngo, Yoon Kim2024 · 10 citations
  66. Diversity Measurement and Subset Selection for Instruction Tuning Datasets ↗arXiv (Cornell University) · no summary yetPeiqi Wang et al.2024 · 10 citations
  67. Towards Verifiable Text Generation with Symbolic References ↗arXiv (Cornell University) · no summary yetLucas Torroba Hennigen et al.2023 · 10 citations
  68. Hierarchical Phrase-Based Sequence-to-Sequence Learning ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetBailin Wang et al.2022 · 9 citations
  69. Amortized Bethe Free Energy Minimization for Learning MRFs ↗arXiv (Cornell University) · no summary yetSam Wiseman, Yoon Kim2019 · 8 citations
  70. Mitigating the Impact of Outlier Channels for Language Model Quantization with Activation Regularization ↗arXiv:2404.03605 · no summary yetAniruddha Nrusimha et al.2024 · 6 citations
  71. Entailment as Robust Self-Learner ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJiaxin Ge et al.2023 · 6 citations
  72. Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSonglin Yang, Roger Levy, Yoon Kim2023 · 6 citations
  73. Deep Latent Variable Models of Natural Language ↗Empirical Methods in Natural Language Processing · no summary yetAlexander M. Rush, Yoon Kim, Sam Wiseman2018 · 6 citations
  74. A video camera system with adaptive zoom tracking ↗International Conference on Consumer Electronics · no summary yetJune-Sok Lee et al.2002 · 6 citations
  75. Deriving Language Models from Masked Language Models ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetLucas Torroba Hennigen, Yoon Kim2023 · 5 citations
  76. Audio-Visual Neural Syntax Acquisition ↗IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) · no summary yetCheng-I Lai et al.2023 · 5 citations
  77. Resource consumption-aware QoS in cluster-based VOD servers ↗Journal of Systems Architecture · no summary yetDongmahn Seo et al.2006 · 5 citations
  78. Simple Hardware-Efficient PCFGs with Independent Left and Right Productions ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetWei Liu et al.2023 · 4 citations
  79. A Novel De-interlacing Technique Using Bi-directional Motion Estimation ↗Lecture notes in computer science · no summary yetYoon Kim et al.2003 · 4 citations
  80. FlashFormer: Whole-Model Kernels for Efficient Low-Batch Inference ↗arXiv (Cornell University) · no summary yetAniruddha Nrusimha et al.2025 · 3 citations
  81. On the Same Wavelength? Evaluating Pragmatic Reasoning in Language Models across Broad Concepts ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yetLinlu Qiu et al.2025 · 3 citations
  82. reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yetZhaofeng Wu et al.2025 · 3 citations
  83. Improving Black-box Robustness with In-Context Rewriting ↗arXiv (Cornell University) · no summary yetKyle O'Brien et al.2024 · 3 citations
  84. Controlling the Focus of Pretrained Language Generation Models ↗Findings of the Association for Computational Linguistics: ACL 2022 · no summary yetJiabao Ji et al.2022 · 3 citations
  85. Learning to Interpret Weight Differences in Language Models ↗arXiv (Cornell University) · no summary yetAvichal Goel et al.2025 · 2 citations
  86. Structured Code Representations Enable Data-Efficient Adaptation of Code Language Models ↗arXiv (Cornell University) · no summary yetMayank Agarwal et al.2024 · 2 citations
  87. Global Reward to Local Rewards: Multimodal-Guided Decomposition for Improving Dialogue Agents ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetDong Won Lee et al.2024 · 2 citations
  88. FTTX Worldwide Deployment ↗Elsevier eBooks · no summary yetVincent A. O'Byrne et al.2013 · 2 citations
  89. Load Distribution Method and Admission control for Streaming Media QoS in Distributed Transcoding Servers ↗International Conference on Computational Science and Its Applications · no summary yetNan-Sook Heo et al.2007 · 2 citations
  90. Rate Control for Low Bit Rate Video via Enhanced Frame Skipping ↗Lecture notes in computer science · no summary yetJae-Young Pyun, Yoon Kim, Sung-Jea Ko2003 · 2 citations
  91. MDCR: A Dataset for Multi-Document Conditional Reasoning ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetPeter Baile Chen et al.2024 · 1 citation
  92. Improving Dialogue Agents by Decomposing One Global Explicit Annotation with Local Implicit Multimodal Feedback ↗arXiv (Cornell University) · no summary yetDong Won Lee et al.2024 · 1 citation
  93. Alignment via Mutual Information ↗Proceedings of the 27th Conference on Computational Natural Language Learning (CoNLL) · no summary yetShinjini Ghosh et al.2023 · 1 citation
  94. Federated Learning as Variational Inference: A Scalable Expectation Propagation Approach ↗arXiv (Cornell University) · no summary yetHan Wen Guo et al.2023 · 1 citation
  95. A Combined Model of Outline Feature Map and CNN for Detection of People at the Beach ↗Journal of KIISE · no summary yetGwi-Seong Moon, Yoon Kim2019 · 1 citation
  96. Quorum Based Mutual Exclusion in Asynchronous Systems with Unreliable Failure Detectors ↗International Conference on Information Technology: New Generations · no summary yetSung Hoon Park et al.2010 · 1 citation
  97. An Image Magnification Using Adaptive Interpolation Based Sub-pixel ↗Journal of the Institute of Electronics Engineers of Korea · no summary yetDae-Hyun Park, Jea-Wook Yoo, Yoon Kim2008 · 1 citation
  98. An Image Interpolation by Adaptive Parametric Cubic Convolution ↗Journal of the Korea Society of Computer and Information · no summary yetJea-Wook Yoo, 박대현, Yoon Kim2008 · 1 citation
  99. Improved POCS-Based Deblocking Technique Using Wavelet Transform in Block Coded Image ↗Lecture notes in computer science · no summary yetGoo‐Rak Kwon et al.2006 · 1 citation
  100. Thin-Client Computing for Supporting the QoS of Streaming Media in Mobile Devices ↗Lecture notes in computer science · no summary yetJoa-Hyoung Lee et al.2006 · 1 citation

1 2

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/yoon-kim/works/