Just as temporal events are usually sequentially correlated, verbs in adjacent linguistic utterances are not independent.
the problem should be further formalized as a sequential learning problem, where we try tag a sequence of verbs (V 1 , …, V n ) with a sequence of tense tags (t 1 , …, t n ).