As shown in Table 9, when the beam-width is reduced from 5 to 1, the tagger (beam=1) is 3 times faster but tagging accuracy is badly hurt.
when searching in a constrained space rather than the raw space, the constrained tagger (beam=5) is 10 times fast as the baseline and the tagging accuracy is even moderately improved, increasing to 97.20%.