@inproceedings{tan-etal-2026-cultureconverse, title = "{C}ulture{C}onverse: A Multilingual Multi-turn Simulation Harness for Culturally Grounded Assistance in East and {S}outheast {A}sia", author = "Tan, Bryan Chen Zhengyu and Zheng, Weihua and Doan, Thong T. and Doan, Bich Ngoc and Peh, Jia Wang and Yi, Xiaoyuan and Yao, Jing and Xie, Xing and Chen, Nancy F. and Liu, Zhengyuan and Bak, JinYeong and Shamdi, Wafi and Chie, Soo Kai and Siong, Liew Yu and Rezal, Aina Azyyati Binti Mohamad and Vanessa, Lew Yan Yan and Wu, Huadan and Raharja, Dylan and Wangsajaya, Nadya Yuki and Fukushige, Akane and Kato, Kazushi and Inoue, Koji and Kawahara, Tatsuya and Seo, Jaehyung and Kim, Dongjun and Lee, Seungyoon and Pang, Zi Haur and Tan, Rui Yang and Cheng, Charibeth Ko and Estuar, Maria Regina Justina and Montalan, Jann Railey and Duc, Pham Minh and Lee, Roy Ka-Wei", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.976/", pages = "22497--22550", ISBN = "979-8-89176-459-0" }