@inproceedings{gajo-etal-2026-llms, title = "{LLM}s Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs", author = "Gajo, Paolo and Rosati, Domenic and Sajjad, Hassan and Barr{\'o}n-Cede{\~n}o, Alberto", 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 2: Short 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-short.17/", pages = "181--193", ISBN = "979-8-89176-391-3" }