Ze-Sheng Cai

DIAL: Position-Debiased LLM Judges with Adaptive Human Preference Calibration

Large language models (LLMs) as a judge enable scalable evaluation, but their judgments can be sensitive to response order and, even after removing such position effects, can still diverge systematically from human preferences.We introduce DIAL, a unified framework that combines abundant LLM comparisons with limited hu...