Table 10: Performance of both negation and speculation scope identification with automatic cues and automatic parse trees In this paper we have presented a new approach to scope learning by formulating it as a simplified shallow semantic parsing problem, which has been extensively studied in the past few years.
we regard the cue as the predicate and map its scope into several constituents which are deemed as arguments of the cue.