Sciweavers

Share
ACL
2015

Frame-Semantic Role Labeling with Heterogeneous Annotations

3 years 7 months ago
Frame-Semantic Role Labeling with Heterogeneous Annotations
We consider the task of identifying and labeling the semantic arguments of a predicate that evokes a FrameNet frame. This task is challenging because there are only a few thousand fully annotated sentences for supervised training. Our approach augments an existing model with features derived from FrameNet and PropBank and with partially annotated exemplars from FrameNet. We observe a 4% absolute increase in F1 versus the original model.
Meghana Kshirsagar, Sam Thomson, Nathan Schneider,
Added 13 Apr 2016
Updated 13 Apr 2016
Type Journal
Year 2015
Where ACL
Authors Meghana Kshirsagar, Sam Thomson, Nathan Schneider, Jaime G. Carbonell, Noah A. Smith, Chris Dyer
Comments (0)
books