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• Unveiling The Implicit Toxicity In Large Language Models
  2023 · 59 citations
• Reinforcement Learning In The Era Of Llms: What Is Essential? What Is Needed? An RL Perspective On RLHF, Prompting, And Beyond
  2023 · 28 citations
• UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation
  2023 · 28 citations
• Supervised Fine-tuning As Inverse Reinforcement Learning
  2024 · 12 citations
• SEE: Strategic Exploration And Exploitation For Cohesive In-context Prompt Optimization
  2024 · 11 citations
• Adaswitch: Adaptive Switching Between Small And Large Agents For Effective Cloud-local Collaborative Learning
  2024 · 4 citations
• MemSFT: Mitigating Alignment Tax with an External Parametric Memory
  2026
• ROI-Reasoning: Rational Optimization for Inference via Pre-Computation Meta-Cognition
  2026
• DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling
  2025
• LettinGo: Explore User Profile Generation for Recommendation System