Enriching Basque Coreference Resolution System using Semantic Knowledge sources

Ander Soraluze, Olatz Arregi, Xabier Arregi, Arantza Díaz de Ilarraza


Abstract
In this paper we present a Basque coreference resolution system enriched with semantic knowledge. An error analysis carried out revealed the deficiencies that the system had in resolving coreference cases in which semantic or world knowledge is needed. We attempt to improve the deficiencies using two semantic knowledge sources, specifically Wikipedia and WordNet.
Anthology ID:
W17-1502
Volume:
Proceedings of the 2nd Workshop on Coreference Resolution Beyond OntoNotes (CORBON 2017)
Month:
April
Year:
2017
Address:
Valencia, Spain
Venues:
CORBON | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
8–16
Language:
URL:
https://aclanthology.org/W17-1502
DOI:
10.18653/v1/W17-1502
Bibkey:
Cite (ACL):
Ander Soraluze, Olatz Arregi, Xabier Arregi, and Arantza Díaz de Ilarraza. 2017. Enriching Basque Coreference Resolution System using Semantic Knowledge sources. In Proceedings of the 2nd Workshop on Coreference Resolution Beyond OntoNotes (CORBON 2017), pages 8–16, Valencia, Spain. Association for Computational Linguistics.
Cite (Informal):
Enriching Basque Coreference Resolution System using Semantic Knowledge sources (Soraluze et al., 2017)
Copy Citation:
PDF:
https://aclanthology.org/W17-1502.pdf
Data
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