AI RESEARCH

GRP: Goal-Reversed Prompting for Zero-Shot Evaluation with LLMs

arXiv CS.CL

ArXi:2503.06139v2 Announce Type: replace Pairwise LLM-as-a-judge evaluation asks the judge to identify the \emph{better} of two candidate answers. We study a one-line modification that asks for the \emph{worse} answer instead and recovers the preference by elimination, a procedure we call Goal-Reversed Prompting (GRP). GRP