04:00
2026-06-12
arxiv.org
artificial-intelligence
Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts
A new diffusion-based framework called DETECT-REMASK-REPAIR updates outdated spans in existing summaries while preserving supported content, offering a localized alternative to full regeneration. The …