FiNER-139: A Financial Numeric Entity Recognition Dataset

<p>FiNER-139 is published with the article: FiNER: Financial Numeric Entity Recognition for XBRL Tagging</p> <p>In the Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022) (Long Papers), Dublin, Republic of Ireland, May 22 - 27, 2022.</p> <p>We release FiNER-139, a dataset of 1.1M sentences with gold XBRL tags. Unlike typical entity extraction datasets, FiNER-139 uses a much larger label set of 139 entity types. Most annotated tokens are numeric, with the correct tag per token depending mostly on context, rather than the token&nbsp;itself.</p>