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

doi:10.18653/v1/S18-1159

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

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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
Editors:: Marianna Apidianaki, Saif M. Mohammad, Jonathan May, Ekaterina Shutova, Steven Bethard, Marine Carpuat
Venue:: SemEval
SIG:: SIGLEX
Publisher:: Association for Computational Linguistics
Note:
Pages:: 968–971
Language:
URL:: https://aclanthology.org/S18-1159/
DOI:: 10.18653/v1/S18-1159
Bibkey:
Cite (ACL):: José-Ángel González, Lluís-F. Hurtado, Encarna Segarra, and Ferran Pla. 2018. ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia. In Proceedings of the 12th International Workshop on Semantic Evaluation, pages 968–971, New Orleans, Louisiana. Association for Computational Linguistics.
Cite (Informal):: ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia (González et al., SemEval 2018)
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PDF:: https://aclanthology.org/S18-1159.pdf

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@inproceedings{gonzalez-etal-2018-elirf-upv,
    title = "{EL}i{RF}-{UPV} at {S}em{E}val-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and {W}ikipedia",
    author = "Gonz{\'a}lez, Jos{\'e}-{\'A}ngel  and
      Hurtado, Llu{\'i}s-F.  and
      Segarra, Encarna  and
      Pla, Ferran",
    editor = "Apidianaki, Marianna  and
      Mohammad, Saif M.  and
      May, Jonathan  and
      Shutova, Ekaterina  and
      Bethard, Steven  and
      Carpuat, Marine",
    booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
    month = jun,
    year = "2018",
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/S18-1159/",
    doi = "10.18653/v1/S18-1159",
    pages = "968--971",
    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."
}

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%0 Conference Proceedings
%T ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia
%A González, José-Ángel
%A Hurtado, Lluís-F.
%A Segarra, Encarna
%A Pla, Ferran
%Y Apidianaki, Marianna
%Y Mohammad, Saif M.
%Y May, Jonathan
%Y Shutova, Ekaterina
%Y Bethard, Steven
%Y Carpuat, Marine
%S Proceedings of the 12th International Workshop on Semantic Evaluation
%D 2018
%8 June
%I Association for Computational Linguistics
%C New Orleans, Louisiana
%F gonzalez-etal-2018-elirf-upv
%X 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.
%R 10.18653/v1/S18-1159
%U https://aclanthology.org/S18-1159/
%U https://doi.org/10.18653/v1/S18-1159
%P 968-971

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Markdown (Informal)

[ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia](https://aclanthology.org/S18-1159/) (González et al., SemEval 2018)

ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia (González et al., SemEval 2018)

ACL

José-Ángel González, Lluís-F. Hurtado, Encarna Segarra, and Ferran Pla. 2018. ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia. In Proceedings of the 12th International Workshop on Semantic Evaluation, pages 968–971, New Orleans, Louisiana. Association for Computational Linguistics.