@inproceedings{wang-etal-2025-benchmarking-contextual, title = "Benchmarking Contextual and Paralinguistic Reasoning in Speech-{LLM}s: A Case Study with In-the-Wild Data", author = "Wang, Qiongqiong and Sailor, Hardik Bhupendra and Liu, Tianchi and Zhang, Wenyu and Huzaifah, Muhammad and Lertcheva, Nattadaporn and Sun, Shuo and Chen, Nancy F. and Wu, Jinyang and Aw, AiTi", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.760/", doi = "10.18653/v1/2025.findings-emnlp.760", pages = "14133--14148", ISBN = "979-8-89176-335-7" }