A Design-based Solution for Causal Inference with Text: Can a Language Model Be Too Large?

Graham Tierney, Srikar Katta, Christopher Bail +2

Many social science questions ask how linguistic properties causally affect an audience's attitudes and behaviors. Because text properties are often interlinked (e.g., angry review…