Before revision:   In this work, we examine female first author percentages and the citations to their papers in Natural Language Processing . We find that only about 29\% of first authors are female and only about 25\% of last authors are female.
After revision:  In this work, we examine female first author percentages and the citations to their papers in Natural Language Processing (1965 to 2019). We determine aggregate-level statistics using an existing manually curated author--gender list as well as first names strongly associated with a gender. We find that only about 29\% of first authors are female and only about 25\% of last authors are female.