@inproceedings{cheng-etal-2026-llms, title = "When Do {LLM}s Need Human Experts? Evidence for Social Science from Jurisprudential Classification", author = "Cheng, Caroline and Stiglitz, Edward and Mimno, David and Wilkens, Matthew", editor = "Card, Dallas and Field, Anjalie and Keith, Katherine and Mendelsohn, Julia", booktitle = "Proceedings of the Seventh Workshop on Natural Language Processing and Computational Social Science", month = jul, year = "2026", address = "San Diego", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.nlpcss-1.6/", pages = "103--112", ISBN = "979-8-89176-426-2" }