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3 months ago

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

{Llu{\'\i}s-F. Hurtado Jos{\'e}-{\'A}ngel Gonz{\'a}lez Ferran Pla Encarna Segarra}

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

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.

Benchmarks

BenchmarkMethodologyMetrics
relation-extraction-on-semeval-2018-task-10Use of Wikipedia and ConceptNet Transp. (No expl.)
F1-Score: 0.69

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