ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia

José-Ángel González, Lluís-F. Hurtado, Encarna Segarra, Ferran Pla


Abstract
This paper describes the participation of ELiRF-UPV team at task 10, Capturing Discriminative Attributes, of SemEval-2018. Our best approach consists of using ConceptNet, Wikipedia and NumberBatch embeddings in order to stablish relationships between concepts and attributes. Furthermore, this system achieves competitive results in the official evaluation.
Anthology ID:
S18-1159
Volume:
Proceedings of The 12th International Workshop on Semantic Evaluation
Month:
June
Year:
2018
Address:
New Orleans, Louisiana
Venue:
*SEMEVAL
SIGs:
SIGLEX | SIGSEM
Publisher:
Association for Computational Linguistics
Note:
Pages:
968–971
Language:
URL:
https://www.aclweb.org/anthology/S18-1159
DOI:
10.18653/v1/S18-1159
Bib Export formats:
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PDF:
http://aclanthology.lst.uni-saarland.de/S18-1159.pdf