Comprehensive Evaluation of Large Language Models' Understanding of Fundamental Social Norms

Large language models have significantly advanced text understanding and generation, but there is a debate on whether these models are consistent with human and societal values and norms. This paper introduces a new challenge to test whether LLMs understand fundamental social norms, and proposes a multi-agent framework to improve their performance.