Navigating the Alignment-Calibration Trade-off: A Pareto-Superior Frontier via Model Merging

Tiancheng Hu, Benjamin Minixhofer, Nigel Collier

Findings of ACL, 2026.

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@inproceedings{hu-etal-2026-navigating,
    title = "Navigating the Alignment-Calibration Trade-off: A {P}areto-Superior Frontier via Model Merging",
    author = "Hu, Tiancheng  and
      Minixhofer, Benjamin  and
      Collier, Nigel",
    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://aclanthology.org/2026.findings-acl.2104/",
    doi = "10.18653/v1/2026.findings-acl.2104",
    pages = "42405--42422",
    ISBN = "979-8-89176-395-1"
}