BINEVAL turns evaluation criteria into binary questions answered by LLMs to yield transparent multi-dimensional scores that match human judgments on standard benchmarks and support iterative prompt optimization.
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Ask, Don't Judge: Binary Questions for Interpretable LLM Evaluation and Self-Improvement
BINEVAL turns evaluation criteria into binary questions answered by LLMs to yield transparent multi-dimensional scores that match human judgments on standard benchmarks and support iterative prompt optimization.