Semantic role labeling of prepositional phrases. Ye, P. Acm Transactions On Asian Language Information Processing, 5(3):228-244, 2006.
Semantic role labeling of prepositional phrases [link]Website  abstract   bibtex   
We propose a method for labelling prepositional phrases according to two different semantic role classifications, as contained in the Penn treebank and the CoNLL 2004 Semantic Role Labeling data set. Our results illustrate the difficulties in determining preposition semantics, but also demonstrate the potential for PP semantic role labelling to improve the performance of a holistic semantic role labelling system.
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 abstract = {We propose a method for labelling prepositional phrases according to two different semantic role classifications, as contained in the Penn treebank and the CoNLL 2004 Semantic Role Labeling data set. Our results illustrate the difficulties in determining preposition semantics, but also demonstrate the potential for PP semantic role labelling to improve the performance of a holistic semantic role labelling system.},
 bibtype = {article},
 author = {Ye, Patrick},
 journal = {Acm Transactions On Asian Language Information Processing},
 number = {3}
}
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