How to Make Causal Inferences Using Texts. - Naoki Egami; Christian J. Fong; Justin Grimmer; Margaret E. Roberts; Brandon M. Stewart (CoRR, 2018)

Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models. - Naoki Egami; Musashi Hinck; Brandon M. Stewart; Hanying Wei (NeurIPS, 2023)

Using Large Language Model Annotations for Valid Downstream Statistical Inference in Social Science: Design-Based Semi-Supervised Learning. - Naoki Egami; Musashi Jacobs-Harukawa; Brandon M. Stewart; Hanying Wei (CoRR, 2023)

Beyond Reweighting: On the Predictive Role of Covariate Shift in Effect Generalization. - Ying Jin; Naoki Egami; Dominik Rothenhäusler (CoRR, 2024)