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• Remax: A Simple, Effective, And Efficient Reinforcement Learning Method For Aligning Large Language Models
  2023 · 163 citations
• On The Algorithmic Bias Of Aligning Large Language Models With RLHF: Preference Collapse And Matching Regularization
  2024 · 65 citations
• Preserving Diversity In Supervised Fine-tuning Of Large Language Models
  2024 · 44 citations
• Exploration vs Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward
  2025
• SpeechJudge: Towards Human-Level Judgment for Speech Naturalness
  2025
• Teaching Language Models to Reason with Tools
  2025
• Scaling Latent Reasoning via Looped Language Models
  2025
• Bridging Formal Language with Chain-of-Thought Reasoning to Geometry Problem Solving
  2025
• Bridging Formal Language with Chain-of-Thought Reasoning to Geometry Problem Solving
  2025
• TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
  2025
• CoRT: Code-integrated Reasoning within Thinking
  2025
• Controlling Large Language Model with Latent Actions
  2025
• Self-Evolving Critique Abilities in Large Language Models
  2025