Moreover, we observed a minor improvement after incorporating the label-switching heuristics in both corpora.
for the MSR-NLP corpus the improvement was from the aforementioned F=76.34 to F=77.46, while in the W00 dataset, it improved from F=70.72 to F=71.85.