Introducing HALC: A general pipeline for finding optimal prompting strategies for automated coding with LLMs in the computational social sciences

Andreas Reich, Claudia Thoms, Tobias Schrimpf

LLMs are seeing widespread use for task automation, including automated coding in the social sciences. However, even though researchers have proposed different prompting strategies…