[논문리뷰] Rectifying LLM Thought from Lens of OptimizationKai Chen이 arXiv에 게시한 'Rectifying LLM Thought from Lens of Optimization' 논문에 대한 자세한 리뷰입니다.#Review#LLM Reasoning#Chain-of-Thought#RLVR#Optimization Framework#Process-level Reward#Gradient Descent#Reasoning Efficiency#Suboptimal Reasoning2025년 12월 1일댓글 수 로딩 중
[논문리뷰] DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement LearningarXiv에 게시된 'DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning' 논문에 대한 자세한 리뷰입니다.#Review#Reinforcement Learning#Length Penalty#Reasoning Efficiency#Large Language Models#RL Optimization#Accuracy-Efficiency Trade-off#Chain-of-Thought2025년 10월 20일댓글 수 로딩 중
[논문리뷰] Train Long, Think Short: Curriculum Learning for Efficient ReasoningMarzyeh Ghassemi이 arXiv에 게시한 'Train Long, Think Short: Curriculum Learning for Efficient Reasoning' 논문에 대한 자세한 리뷰입니다.#Review#Curriculum Learning#Reinforcement Learning#Large Language Models#Reasoning Efficiency#Token Budget Control#Group Relative Policy Optimization#Chain-of-Thought2025년 8월 13일댓글 수 로딩 중