Beyond Single-Point Judgment: Distribution Alignment for LLM-as-a-Judge

Luyu Chen, Zeyu Zhang, Haoran Tan +4

LLMs have emerged as powerful evaluators in the LLM-as-a-Judge paradigm, offering significant efficiency and flexibility compared to human judgments. However, previous methods prim…