@inproceedings{wang-etal-2026-samem,
    title = "{SAM}em: State-Aware Memory as a Fine-Grained Memory for {LLM} Agents in Decision-Making",
    author = "Wang, Tong  and
      Xu, Pei  and
      Cao, Shiyue  and
      Yang, Likun  and
      Li, Daipeng  and
      Jiao, Jianbin  and
      Huang, Kaiqi",
    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.722/",
    pages = "14691--14710",
    ISBN = "979-8-89176-395-1"
}