Experimental Stimuli Augmentation via LLMs: Addressing Internal and External Validity

• In Event: Advances in Experimental Methodology

Brief Overview

We discuss using LLMs to create counterfactual experimental texts with automatic quality validation, preventing confounding at the design stage while preserving real-world stimuli population distributions.

Author

• Joohye Jeong, Massachusetts Institute of Technology