FoundaBench: Evaluating Chinese Fundamental Knowledge Capabilities of Large Language Models

arXiv:2404.18359v1 Announce Type: new
Abstract: In the burgeoning field of large language models (LLMs), the assessment of fundamental knowledge remains a critical challenge, particularly for models tailored to Chinese language and culture. This paper introduces FoundaBench, a pioneering benchmark designed to rigorously evaluate the fundamental knowledge capabilities of Chinese LLMs. FoundaBench encompasses a diverse array of 3354 multiple-choice questions across common sense and K-12 educational subjects, meticulously curated to reflect the breadth and depth of everyday and academic knowledge. We …

abstract arxiv assessment benchmark capabilities challenge chinese cs.ai cs.cl culture fundamental knowledge language language models large language large language models llms paper type