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ENTITY Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

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  1. COMMENTARY · CL_157974 ·

    LLM judges introduce systematic biases, skewing evaluations

    Using Large Language Models (LLMs) as judges for evaluating other LLM outputs introduces systematic biases, such as position, verbosity, and self-preference, which cannot be averaged out like random noise. These biases …