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

Jinglin He, Siyang Jiang, Lixing He +2

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 concu…