Breaking the Mirror: Activation-Based Mitigation of Self-Preference in LLM Evaluators

Dani Roytburg, Matthew Bozoukov, Matthew Nguyen +3

Large language models (LLMs) increasingly serve as automated evaluators, yet they suffer from "self-preference bias": a tendency to favor their own outputs over those of other mode…