To address this, we annotate the Wall Street Journal part of the Penn Treebank with the gender information of the articles' authors, and build taggers and parsers trained on this data that show performance differences in text written by men and women.
it contains articles published in the WSJ in 1989, as well as a small sample of ATiS-3 material, totalling over one million tokens, and manually annotated with POS tags and syntactic parse trees.