Osiris Rankin

Using large language models to create lexicons for interpretable text models with high content validity: the Suicide Risk Lexicon

This work demonstrates that LLMs –despite being black-boxes– can counterintuitively create interpretable models by generating lexicons, when this is preferred, and highlights the broader application of lexicons beyond measurement.