@inproceedings{zhang-etal-2025-beyond-classification, title = "Beyond Classification: Towards Speech Emotion Reasoning with Multitask {A}udio{LLM}s", author = "Zhang, Wenyu and He, Yingxu and Lin, Geyu and Liu, Zhuohan and Sun, Shuo and Wang, Bin and Zou, Xunlong and Wong, Jeremy H. M. and Wang, Qiongqiong and Sailor, Hardik Bhupendra and Chen, Nancy F. and Aw, AiTi", editor = "Inui, Kentaro and Sakti, Sakriani and Wang, Haofen and Wong, Derek F. and Bhattacharyya, Pushpak and Banerjee, Biplab and Ekbal, Asif and Chakraborty, Tanmoy and Singh, Dhirendra Pratap", booktitle = "Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics", month = dec, year = "2025", address = "Mumbai, India", publisher = "The Asian Federation of Natural Language Processing and The Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-ijcnlp-aacl/2025.ijcnlp-long.62/", pages = "1132--1148", ISBN = "979-8-89176-298-5" }