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Lin, Zi

  1. Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
    2023/06/09 by Lianmin Zheng, Wei-Lin Chiang, Zheng, Lianmin +24 · 4 voices · 1585 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
  2. LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
    2023/09/21 by Lianmin Zheng, Wei-Lin Chiang, Zheng, Lianmin +24 · 6 voices · 104 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  3. Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness
    2020/06/17 by Liu, Jeremiah Zhe, Lin, Zi, Padhy, Shreyas +3 · 37 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness
    2022/05/01 by Jeremiah Zhe Liu, Liu, Jeremiah Zhe, Shreyas Padhy +17 · 8 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  5. Measuring and Improving Model-Moderator Collaboration using Uncertainty Estimation
    2021/07/09 by Kivlichan, Ian D., Lin, Zi, Liu, Jeremiah +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Learning to Solve and Verify: A Self-Play Framework for Code and Test Generation
    2025/02/20 by Zi Lin, Sheng Shen, Lin, Zi +8 · 8 citations
    Computer Science · #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices
  7. Large-Scale Generative Data-Free Distillation
    2020/12/10 by Luo, Liangchen, Sandler, Mark, Lin, Zi +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Hint-Based Training for Non-Autoregressive Machine Translation
    2019/09/15 by Li, Zhuohan, Lin, Zi, He, Di +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior
    2020/10/05 by Zi Lin, Lin, Zi, Jeremiah Zhe Liu +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  10. Optimizing Language Model's Reasoning Abilities with Weak Supervision
    2024/05/07 by Yongqi Tong, Sizhe Wang, Tong, Yongqi +15 · 2 citations
    Computer Science · #Natural Language Processing Techniques
  11. Critique Ability of Large Language Models
    2023/10/07 by Liangchen Luo, Luo, Liangchen, Lin Zi +11 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling