What Pairwise Evaluation Misses: Reward Scores across Prompts.

arXiv:2610.31090v1 Announce Type: cross Abstract: Reward models score responses for preference optimization, filtering and ranking, and pooling scores across prompts needs them to be comparable. Yet pairwise evaluation compares two responses to the same prompt