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Shuibai12138/off-manifold-collapse-plm

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  1. RESEARCH · CL_210266 ·

    New 'off-manifold collapse' issue found in protein language models

    Researchers have identified a critical issue in guided protein language models, termed "off-manifold collapse." This phenomenon occurs when the model's internal representations degrade to a state indistinguishable from …