PoliPrompt: A High-Performance Cost-Effective LLM-Based Text Classification Framework for Political Science

• In Event: Text as Data

Brief Overview

We introduce an approach to text analysis that uses LLMs through in-context learning. We significantly enhances accuracy compared to LLMs without our optimizations, and traditional ML and transformer models, all while reducing costs.

Author

• Menglin Liu, University of California-Davis