Using imperfect surrogates for downstream inference: Design-based supervised learning for social science applications of large language models

N Egami, M Hinck, B Stewart… - Advances in Neural …, 2024 - proceedings.neurips.cc
In computational social science (CSS), researchers analyze documents to explain social
and political phenomena. In most scenarios, CSS researchers first obtain labels for …