@inproceedings{usinglargelanguagemodelannotationsfor, title = {Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models}, author = {Naoki Egami and Musashi Hinck and Brandon M. Stewart and Hanying Wei}, year = {2023}, booktitle = {NeurIPS 2023 11}, eprint = {2306.04746}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2306.04746v3}, }