Toward a unified framework for data-efficient evaluation of large language models

Lele Liao, Qile Zhang, Ruofan Wu +1

Evaluating large language models (LLMs) on comprehensive benchmarks is a cornerstone of their development, yet it's often computationally and financially prohibitive. While Item Re…