MCTS-Judge: Test-Time Scaling in LLM-as-a-Judge for Code Correctness Evaluation

Yutong Wang, Pengliang Ji, Chaoqun Yang +4

The LLM-as-a-Judge paradigm shows promise for evaluating generative content but lacks reliability in reasoning-intensive scenarios, such as programming. Inspired by recent advances…