Navigating the Prompt Space: Improving LLM Classification of Social Science Texts Through Prompt Engineering

Erkan Gunes, Christoffer Florczak, Tevfik Murat Yildirim

Recent developments in text classification using Large Language Models (LLMs) in the social sciences suggest that costs can be cut significantly, while performance can sometimes ri…