@inproceedings{ma-etal-2026-mixture,
    title = "Mixture of Heterogeneous Grouped Experts for Language Modeling",
    author = "Ma, Zhicheng  and
      Liu, Xiang  and
      Liu, Zhaoxiang  and
      Wang, Ning  and
      Shen, Yi  and
      Wang, Kai  and
      Shi, Shuming  and
      Lian, Shiguo",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.20/",
    pages = "308--317",
    ISBN = "979-8-89176-394-4"
}