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News/DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection
arxiv
PublishedJuly 27, 2026 at 4:00 AM

DWT-Fusion: A Signal-Based Framework for Training-Free LLM-Generated Text Detection

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arXiv:2607.22026v1 Announce Type: new Abstract: Detecting LLM-generated text remains challenging under zero-shot and training-free conditions, especially when detectors must generalize across datasets, domains, and unseen generators. While existing training-free approaches exploit language-model sta

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