In order to be in consistence with previous setting, we also remove 5 Types which are too few in the corpus: CONDITION, PRAGMATIC CONCESSION, PRAGMATIC CONCESSION, PRAGMATIC CONTRAST and EXCEPTION.
we use the remaining 11 Level 2 Types in our experiments.