@inproceedings{chen-etal-2026-emergence, title = "On the Emergence and Test-Time Use of Structural Information in Large Language Models", author = "Chen, Michelle Chao and Miller, Moritz and Sch{\textbackslash}{''}olkopf, Bernhard and Guo, Siyuan", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.65/", pages = "1449--1465", ISBN = "979-8-89176-390-6" }