LLM-as-a-Verifier: A General-Purpose Verification Framework

Jacky Kwok; Shulu Li; Pranav Atreya; Yuejiang Liu; Marco Pavone; Ion Stoica; Azalia Mirhoseini

LLM-as-a-Verifier: A General-Purpose Verification Framework

Jacky Kwok Stanford University

Shulu Li UC Berkeley

Pranav Atreya UC Berkeley

Yuejiang Liu Stanford University

Marco Pavone Stanford University

Ion Stoica UC Berkeley

Azalia Mirhoseini Stanford University

LLM-as-a-Verifier is a general-purpose verification framework that provides fine-grained feedback by scaling scoring granularity, repeated verification, and criteria decomposition

Scaling Intelligence Lab

LLM-as-a-Verifier: A General-Purpose Verification Framework

Materials