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NAACL
2010

Improving Semantic Role Classification with Selectional Preferences

10 years 11 months ago
Improving Semantic Role Classification with Selectional Preferences
This work incorporates Selectional Preferences (SP) into a Semantic Role (SR) Classification system. We learn separate selectional preferences for noun phrases and prepositional phrases and we integrate them in a state-of-the-art SR classification system both in the form of features and individual class predictors. We show that the inclusion of the refined SPs yields statistically significant improvements on both in domain and out of do
Beñat Zapirain, Eneko Agirre, Lluís
Added 14 Feb 2011
Updated 14 Feb 2011
Type Journal
Year 2010
Where NAACL
Authors Beñat Zapirain, Eneko Agirre, Lluís Màrquez, Mihai Surdeanu
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