Table 7: Performance of zero pronoun detection on the test set using gold and automatic parse trees find that the performance of our zero pronoun detector drops about 12% in F-measure when using automatic parse trees, compared to using gold parse trees.
the performance of zero pronoun detection also depends on the performance of the syntactic parser.