Tables 1 and 2 show that the proposed lexicalized features yielded an important gain in  In isolation, these features result in similar improvements of approximately 4% in terms of Fmeasure, whereas together they complement each other yielding about 12% improvement on the outof-domain dataset.
disappointingly our system performs worse than that by Mitsumori et al.