@inproceedings{xu-etal-2026-towards, title = "Towards Modern Topic Models: A Survey of Taxonomies and Paradigm Shifts from Algorithm-Centric to {LLM}-Centered Topic Analysis", author = "Xu, Xuan and Yang, Zhongliang and Li, Haolun and Tian, Rui and Chu, Beilin and Song, J and Li, Yu and Tan, Shaolin and Zhou, Linna", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.326/", pages = "6536--6561", ISBN = "979-8-89176-395-1" }