These documents form part of a large corpora of knowledge (e.g., research papers and encyclopedias) mostly accessible through text-based search engines.
to better exploit this knowledge (i.e., not just recovering text fragments or URLs) in automated processes, it is necessary to process the text and extract the pieces of information in a semantic format useful for machine analysis.