{
  "id": 18252107,
  "title": "AmbiHTMLBench: A Benchmark for HTML-based Visually Rich Document parsing",
  "url": "https://urgent.news/2026/11/04/ambihtmlbench-a-benchmark-for-html-based-visually-rich-document",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-04T12:51:26.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2611.06449v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Traditional document parsing systems use Markdown as their output representation, which is effective for linear text but does not fully preserve fine-grained spatial structure, table geometry, visual hierarchy, or rendering semantics. We show that HTML is advantageous for heterogeneous and layout-sensitive documents whose representations must remain editable, inspectable, and reusable, and…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}