Greg Leppert

SEAL: Systematic Error Analysis for Value ALignment

2025 · Proceedings of the AAAI Conference on Artificial Intelligence

Reinforcement Learning from Human Feedback (RLHF) aligns language models (LMs) with human values by training reward models (RMs) on binary preferences and using these RMs to fine-tune the base models. Despite its importance, the internal …