Note that these data sets only contain the publications themselves, typically in PDF format.
using such data sets for citation-based task evaluation is troublesome, since one must preprocess the data (i.e., (1) extract the content without introducing too much noise, (2) build global identifiers for cited papers, and (3) annotate citations with those identifiers.)