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Are there any open datasets available for PDF information extraction. The documents can be insurance claims, invoice, legal contracts, rental agreements, financial reports etc.

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You can use the data.gov portal to search your target words, like "contracts" and then put a filter on PDF :: example query

Another option would be to use FOIA'ed files, which may come as PDF, take a look at Muckrock.com.

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