Confident Rankings with Fewer Items: Adaptive LLM Evaluation with Continuous Scores

Esma Balkır, Alice Pernthaller, Marco Basaldella +2

Computerized Adaptive Testing (CAT) has proven effective for efficient LLM evaluation on multiple-choice benchmarks, but modern LLM evaluation increasingly relies on generation tas…