Paper: Improving Semantic Role Labeling with Word Sense

ACL ID N10-1030
Title Improving Semantic Role Labeling with Word Sense
Venue Human Language Technologies
Session Main Conference
Year 2010
Authors

Semantic role labeling (SRL) not only needs lexical and syntactic information, but also needs word sense information. However, be- cause of the lack of corpus annotated with both word senses and semantic roles, there is few research on using word sense for SRL. The release of OntoNotes provides an oppor- tunity for us to study how to use word sense for SRL. In this paper, we present some novel word sense features for SRL and find that they can improve the performance significantly.