AI RESEARCH
Exploiting LLM-as-a-Judge Disposition on Free Text Legal QA via Prompt Optimization
arXiv CS.CL
•
ArXi:2604.20726v1 Announce Type: new This work explores the role of prompt design and judge selection in LLM-as-a-Judge evaluations of free text legal question answering. We examine whether automatic task prompt optimization improves over human-centered design, whether optimization effectiveness varies by judge feedback style, and whether optimized prompts transfer across judges.