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arxiv_cs_cl · Oct 5, 2026 · paper

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Word-Level Text Unmixing via Evidence-Preserving Ownership Routing with Language Models

arxiv.orgOct 5, 2026
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Text from multiple sources can become interleaved into a single sequence when attribution metadata is lost, such as overlapping speech transcripts, document reading flows, or concurrent agent streams. We formalize thi...

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Word-Level Text Unmixing via Evidence-Preserving Ownership Routing with Language Models

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