Selecting Language Models for Social Science: Start Small, Start Open, and Validate

Dustin S. Stoltz, Marshall A. Taylor, Sanuj Kumar

Currently, there are thousands of large pretrained language models (LLMs) available to social scientists. How do we select among them? Using validity, reliability, reproducibility,…