PropBank goes Public: Incorporation into Wikidata
Elizabeth Spaulding, Kathryn Conger, Anatole Gershman, Mahir Morshed, Susan Windisch Brown, James Pustejovsky, Rosario Uceda-Sosa, Sijia Ge, Martha Palmer
Abstract
This paper presents the first integration of PropBank role information into Wikidata, in order to provide a novel resource for information extraction, one combining Wikidata’s ontological metadata with PropBank’s rich argument structure encoding for event classes. We discuss a technique for PropBank augmentation to existing eventive Wikidata items, as well as identification of gaps in Wikidata’s coverage based on manual examination of over 11,300 PropBank rolesets. We propose five new Wikidata properties to integrate PropBank structure into Wikidata so that the annotated mappings can be added en masse. We then outline the methodology and challenges of this integration, including annotation with the combined resources.- Anthology ID:
- 2024.law-1.16
- Volume:
- Proceedings of The 18th Linguistic Annotation Workshop (LAW-XVIII)
- Month:
- March
- Year:
- 2024
- Address:
- St. Julians, Malta
- Editors:
- Sophie Henning, Manfred Stede
- Venues:
- LAW | WS
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 166–175
- Language:
- URL:
- https://preview.aclanthology.org/build-pipeline-with-new-library/2024.law-1.16/
- DOI:
- Cite (ACL):
- Elizabeth Spaulding, Kathryn Conger, Anatole Gershman, Mahir Morshed, Susan Windisch Brown, James Pustejovsky, Rosario Uceda-Sosa, Sijia Ge, and Martha Palmer. 2024. PropBank goes Public: Incorporation into Wikidata. In Proceedings of The 18th Linguistic Annotation Workshop (LAW-XVIII), pages 166–175, St. Julians, Malta. Association for Computational Linguistics.
- Cite (Informal):
- PropBank goes Public: Incorporation into Wikidata (Spaulding et al., LAW 2024)
- PDF:
- https://preview.aclanthology.org/build-pipeline-with-new-library/2024.law-1.16.pdf