@inproceedings{yano-takamura-2026-treating,
    title = "Treating Decoder-Only {LLM}s as Encoders: A Simple and Effective Fine-tuning Approach for Named Entity Recognition",
    author = "Yano, Ken  and
      Takamura, Hiroya",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Roberts, Kirk  and
      Tsujii, Junichi",
    booktitle = "{B}io{NLP} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-1.25/",
    pages = "312--325",
    ISBN = "979-8-89176-434-7"
}