@inproceedings{zhou-etal-2026-diffa,
    title = "{DIFFA}-2: A Practical Diffusion Large Language Model for General Audio Understanding",
    author = "Zhou, Jiaming  and
      Cheng, Xuxin  and
      Zhao, Shiwan  and
      Jia, Yuhang  and
      Liu, Cao  and
      Zeng, Ke  and
      Cai, Xunliang  and
      Qin, Yong",
    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.235/",
    pages = "4789--4805",
    ISBN = "979-8-89176-395-1"
}