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• In-context Sharpness As Alerts: An Inner Representation Perspective For Hallucination Mitigation
  2024 · 48 citations
• Adaptive Adversarial Training for Meta Reinforcement Learning
  2021 · 7 citations
• Evaluating Factual Consistency of Summaries with Large Language Models
  2023 · 3 citations
• Skillcraft: Can LLM Agents Learn To Use Tools Skillfully?
  2026
• Internalizing World Models via Self-Play Finetuning for Agentic RL
  2025
• Simple Denoising Diffusion Language Models
  2025
• Model-free Optical Processors using In Situ Reinforcement Learning with Proximal Policy Optimization
  2025
• SkyLadder: Better and Faster Pretraining via Context Window Scheduling
  2025
• SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond
  2025