{"type": "article", "title": "Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/detect-remask-repair-diffusion-editing-for-faithful-summarization-of-evolving", "original_source": "https://arxiv.org/abs/2606.12807", "published": "2026-06-12T04:00:00+00:00", "accessed": "2026-06-13", "id": "detect-remask-repair-diffusion-editing-for-faithful-summarization-of-evolving"}