Grounded Event Extraction from SEC 8-K Filings with a Fine-Grained Taxonomy

By Rian Dolphin, Joe Dursun, Jarrett Blankenship, Katie Adams, Quinton Pike

Published 2026-07-09

Everscope rating

1830.2

Relevance to quantitative trading

8 / 10

Implementation complexity

5 / 10

Reproducibility

3 / 5

About this paper

Methodology: Two-Stage Grounded Event Extraction with Fine-Grained Taxonomy. Problem types: Natural Language Processing, Structured Prediction, Classification, Information Extraction.

arXiv:2607.08346 · Paper rankings

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