Paper: Semantic Role Labelling of Prepositional Phrases

ACL ID I05-1068
Title Semantic Role Labelling of Prepositional Phrases
Venue International Joint Conference on Natural Language Processing
Session Main Conference
Year 2005
Authors

We propose a method for labelling prepositional phrases ac- cording to two different semantic role classifications, as contained in the Penn treebank and the CoNLL 2004 Semantic Role Labelling data set. Our results illustrate the difficulties in determining preposition seman- tics, but also demonstrate the potential for PP semantic role labelling to improve the performance of a holistic semantic role labelling system.