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arxiv_cs_cl ยท Oct 30, 2026 ยท paper

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From Training Exposure to Membership Evidence: A Controlled Study of OLMo 2

arxiv.orgOct 30, 2026
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Whether a language model was trained on a document matters for copyright, privacy, and benchmark contamination. Yet most membership-inference (MI) evaluations on language models collect members and non-members after t...

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