Grounded Event Extraction from SEC 8-K Filings with a Fine-Grained Taxonomy
Researchers developed a two-stage system using large language models to extract fine-grained event tags from SEC 8-K filings, mapping disclosures to a 119-event taxonomy with grounded quotes. Applied …