Using Generative AI to Identify Emphasis Frames

• In Event: LLMs and Generative AI

Brief Overview

We develop an LLM workflow combining chain-of-thought prompting and human-in-the-loop algorithms to detect frames in political texts, improving labeling precision, topic balance, and detection of policy framing shifts over time.

Authors

• Gechun Lin, Texas A&M University

• Tianyi Yang, Texas A&M University

• Zhengyu Xiao, Texas A&M University