{
  "id": 17919,
  "url": "https://arxiv.org/abs/2608.07400v1",
  "title": "FinRank: An Evidence-Grounded Benchmark for Financial Question Answering and Retrieval over SEC Filings",
  "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 to identify evidence for the intended entity, reporting period, and disclosure context. The benchmark",
  "authors": "Sasan Mansouri, Daniel Saad, Mark Wahrenburg, Manu Weissel, Fabian Woebbeking",
  "category": "research",
  "topics": "transparency",
  "orgs": null,
  "regions": null,
  "published_at": "2026-08-07T16:45:39.000Z",
  "fetched_at": "2026-08-10T05:10:00.488Z",
  "source_slug": "x-arxiv-cs-ai",
  "source_name": "arXiv cs.AI",
  "source_homepage": "https://arxiv.org/list/cs.AI/recent",
  "ethics_ai_record_url": "https://ethics.ai/record/17919",
  "original_url": "https://arxiv.org/abs/2608.07400v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}