Giménez recently provided us with benchmarks, which he obtained with a somewhat faster processor than ours, the Intel Xeon X5660 2.80 GHz.
define three expanded features: whether the token being tagged has the base feature, whether the preceding token has the base feature, and whether the following token has the base feature.