@inproceedings{li-etal-2026-beyond-accuracy-aria, title = "Beyond Accuracy: {ARIA}-Rubrics for Evaluating Audio Reasoning in Large Audio Language Models", author = {Li, Yupei and Sun, Qiyang and Mady, Mohamed and Wang, Chenxi and Gong, Zhengwei and Sisman, Berrak and Schuller, Bj{\"o}rn}, editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-aacl.79/", pages = "1560--1581", ISBN = "979-8-89176-444-6" }