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Representation-Aligned Auxiliary Supervision for Language Model Adaptation

arXiv:2610.04098v1 Announce Type: new Abstract: Language models exhibit strong reasoning capabilities, yet adapting them to structured domains remains challenging and can yield inconsistent outcomes. We identify representation compatibility, the extent to which a model effectively processes a repre…

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  1. 2026-10-06 04:00 · arXiv cs.CL
    Representation-Aligned Auxiliary Supervision for Language Model Adaptation

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