@inproceedings{abouzahir-etal-2026-bridging,
    title = "Bridging the {E}nglish-{A}rabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection",
    author = "Abouzahir, Chaimae  and
      Khan, Musa  and
      Ali-Hassan, Hala  and
      Ma, Congbo  and
      Saleh, Khaled  and
      Sadqi, Yousra  and
      Mallat, Jihad  and
      Al-Eisawi, Walid  and
      Habash, Nizar  and
      Shamout, Farah E.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1089/",
    pages = "23043--23082",
    ISBN = "979-8-89176-462-0"
}