Rachel Leah Childers

Valid Inference with Imperfect Synthetic Data

Predictions and generations from large language models are increasingly being explored as an aid in limited data regimes, such as in computational social science and human subjects research. While prior technical work has mainly explored the potential to use model-predicted labels for unlabeled dat…