Automatic language-model judges systematically skew, an ICML study shows

ICML study: language-model judges skew

An ICML study reveals systematic bias in LLM-as-a-judge evaluations. Measure judge bias, output variation and agreement separately, with uncertainty intervals.

iamvera.ai

An ICML study reveals systematic bias in LLM-as-a-judge evaluations. Measure judge bias, output variation and agreement separately, with uncertainty intervals.

Read more: https://iamvera.ai/blog/llm-judges-bias-output-variation-evaluation/