Less is more: Not all samples are effective for evaluation

Wentang Song, Jinqiang Li, Kele Huang +3

The versatility of Large Language Models (LLMs) in vertical domains has spurred the development of numerous specialized evaluation benchmarks. However, these benchmarks often suffe…