一作ACL 2026Poster· Natural Language Processing
Influence-based Online Experience Selection for Effective RLHF
Yifan Gong · Jing Yao · Xiting Wang · Xunlong Wang · Xiaoyuan Yi · Xing Xie
摘要
Reinforcement Learning from Human Feedback (RLHF) has emerged as a crucial technique for aligning large language models (LLMs) with human preferences. However, existing RLHF methods face key challenges, including poor sample efficiency, high computational overhead, and slow convergence. Recent st...