This repository compiles academic papers that apply LLMs to social science research and evaluate LLMs from social science viewpoints. It organizes papers across categories including value alignment, personality, morality, opinion, and risk assessment of LLMs. The collection also includes datasets and surveys on LLM psychometrics, with a special focus on intrinsic values and psychological evaluation of language models.