I am the founder of Datalanche, a search engine for SEC filings [1]. We have spent a lot of time text processing filings and I would be happy to discuss all the tools and gotchas. Unfortunately it is a longer conversation than what makes sense in an HN comment. If you would like to discuss, please contact me at [email protected].

1. https://www.datalanche.com