RESEARCHInvestigateNOW
Evidence Lock Before Commitment: A Frozen Interface Degrades LLM-as-Judge Evaluation
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Research shows LLM-as-a-judge evaluation accuracy degrades when evidence extraction is separated from final verdict generation.
Open source