{
  "id": 429415,
  "title": "FinRank: An Evidence-Grounded Benchmark for Financial Question Answering and Retrieval over SEC Filings",
  "url": "https://urgent.news/2026/08/07/finrank-an-evidence-grounded-benchmark-for-financial-question",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-07T16:45:39.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.07400v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Financial question answering is typically evaluated by answer correctness, yet in SEC filings a plausible and even numerically correct answer can be grounded in the wrong evidence. Similar facts and disclosures recur across sections of a filing, across reporting periods of the same firm, and across comparable firms. FinRank targets this provenance-sensitive retrieval problem by requiring systems…",
  "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."
}