@inproceedings{du-etal-2026-half,
    title = "Half-{S}: Halving the Scale for Near-Lossless 4-Bit {LLM} Training",
    author = "Du, Jinyang  and
      Gong, Ruihao  and
      Ai, Linghan  and
      Wang, Zining  and
      Peng, Yunke  and
      Wang, Yao  and
      Yan, Lei  and
      Wxuefei  and
      Wang, Yaoyuan  and
      Guo, Jinyang  and
      Lin, Dahua  and
      Liu, Xianglong",
    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.241/",
    pages = "4890--4903",
    ISBN = "979-8-89176-395-1"
}