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Yuntian Deng

  1. The Leaderboard Illusion
    2025/04/29 by Shivalika Singh, Yiyang Nan, Nan Yu +26 · 32 voices · 20 citations
    Medicine · Computer Science · Social Sciences · #Artificial Intelligence in Healthcare and Education #AI in Service Interactions #Ethics and Social Impacts of AI
  2. WildChat: 1M ChatGPT Interaction Logs in the Wild
    2024/05/02 by Wenting Zhao, Zhao, Wenting, Xiang Ren +9 · 5 voices · 93 citations
    Computer Science · Medicine · Psychology · #Artificial Intelligence in Healthcare and Education #Digital Mental Health Interventions #Privacy-Preserving Technologies in Data #cs.CL
  3. From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
    2024/05/23 by Yuntian Deng, Yejin Choi, Deng, Yuntian +3 · 35 citations
    Computer Science · #Quantum Computing Algorithms and Architecture
  4. Implicit Chain of Thought Reasoning via Knowledge Distillation
    2023/11/02 by Yuntian Deng, K.N. Prasad, Deng, Yuntian +9 · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Topic Modeling
  5. Program-as-Weights: A Programming Paradigm for Fuzzy Functions
    2026/07/02 by Wentao Zhang, Liliana Hotsko, Woojeong Kim +3 · 11 voices
    #cs.LG #cs.AI #cs.CL
  6. Image-to-Markup Generation with Coarse-to-Fine Attention
    2016/09/16 by Yuntian Deng, Anssi Kanervisto, Deng, Yuntian +5 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE)
  7. Bottom-Up Abstractive Summarization
    2018/08/31 by Sebastian Gehrmann, Gehrmann, Sebastian, Yuntian Deng +3 · 7 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
  8. MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures
    2024/06/03 by Jinjie Ni, Fuzhao Xue, Ni, Jinjie +13 · 13 citations
    Computer Science · Business, Management and Accounting · #Statistical and Computational Modeling #Business Process Modeling and Analysis #Digital Rights Management and Security
  9. OpenNMT: Neural Machine Translation Toolkit
    2018/05/28 by Guillaume Klein, Klein, Guillaume, Yoon Kim +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
  10. Model Criticism for Long-Form Text Generation
    2022/10/16 by Yuntian Deng, Volodymyr Kuleshov, Deng, Yuntian +3 · 1 voice · 2 citations
    Computer Science · Mathematics · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG #stat.ML
  11. Learning Concept Taxonomies from Multi-modal Data
    2016/06/29 by Hao Zhang, Zhang, Hao, Zhiting Hu +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  12. Cascaded Text Generation with Markov Transformers
    2020/06/01 by Yuntian Deng, Deng, Yuntian, Alexander M. Rush +1 · 1 citation
    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 #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  13. On the Generalization Error Bounds of Neural Networks under Diversity-Inducing Mutual Angular Regularization
    2015/11/23 by Pengtao Xie, Xie, Pengtao, Yuntian Deng +3 · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Morphological variations and asymmetry #Neural Networks and Applications
  14. Why Can't Transformers Learn Multiplication? Reverse-Engineering Reveals Long-Range Dependency Pitfalls
    2025/09/30 by Xiaoyan Bai, Bai, Xiaoyan, Itamar Pres +15 · 8 voices · 1 citation
    Computer Science · Engineering · #Advanced Data Storage Technologies #Low-power high-performance VLSI design #Parallel Computing and Optimization Techniques #cs.AI #cs.LG
  15. Interactive Training 2: Auditable Control Plane for Live Model Training
    2026/07/17 by Wentao Zhang, Xuanhe Pan, Han Zhou +2
    #cs.LG