CLEV: LLM-Based Evaluation Through Lightweight Efficient Voting for Free-Form Question-Answering

Sher Badshah, Moamen Moustafa, Hassan Sajjad

Evaluating free-form Question Answering (QA) remains a challenge due to its diverse and open-ended nature. Traditional automatic metrics fail to capture semantic equivalence or acc…