SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention

Chengshuai Zhao, Zhen Tan, Chau-Wai Wong +3

Content analysis breaks down complex and unstructured texts into theory-informed numerical categories. Particularly, in social science, this process usually relies on multiple roun…