The Semantic Proto-Role Linking Model

Aaron Steven White, Kyle Rawlins, Benjamin Van Durme


Abstract
We propose the semantic proto-role linking model, which jointly induces both predicate-specific semantic roles and predicate-general semantic proto-roles based on semantic proto-role property likelihood judgments. We use this model to empirically evaluate Dowty’s thematic proto-role linking theory.
Anthology ID:
E17-2015
Volume:
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers
Month:
April
Year:
2017
Address:
Valencia, Spain
Editors:
Mirella Lapata, Phil Blunsom, Alexander Koller
Venue:
EACL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
92–98
Language:
URL:
https://aclanthology.org/E17-2015
DOI:
Bibkey:
Cite (ACL):
Aaron Steven White, Kyle Rawlins, and Benjamin Van Durme. 2017. The Semantic Proto-Role Linking Model. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pages 92–98, Valencia, Spain. Association for Computational Linguistics.
Cite (Informal):
The Semantic Proto-Role Linking Model (White et al., EACL 2017)
Copy Citation:
PDF:
https://aclanthology.org/E17-2015.pdf