@inproceedings{zhao-etal-2026-symbolicthought, title = "{S}ymbolic{T}hought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding", author = "Zhao, Runcong and Zhu, Qinglin and Xu, Hainiu and Liang, Bin and Gui, Lin and He, Yulan", editor = "Durrett, Greg and Jian, Ping", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.4/", pages = "36--46", ISBN = "979-8-89176-392-0" }