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Enriching Wikidata with Frame Semantics

Sergieh, Hatem Mousselly and Gurevych, Iryna (2016):
Enriching Wikidata with Frame Semantics.
In: Proceedings of the 5th Workshop on Automated Knowledge Base Construction (AKBC) 2016 held in conjunction with NAACL 2016, Association for Computational Linguistics, San Diego, pp. 29-34, [Online-Edition: http://www.aclweb.org/anthology/W16-1306],
[Conference or Workshop Item]

Abstract

Wikidata is a large-scale, multilingual and freely available knowledge base. It contains more than 14 million facts, however, it is still missing linguistic information. In this paper, we aim to bridge this gap by aligning Wikidata with FrameNet lexicon. We propose an approach based on word embedding to identify a mapping between Wikidata relations, called properties, and FrameNet frames and to annotate the arguments of each relation with the semantic roles of the matching frames. Early empirical results show the advantage of our approach compared to other baseline methods.

Item Type: Conference or Workshop Item
Erschienen: 2016
Creators: Sergieh, Hatem Mousselly and Gurevych, Iryna
Title: Enriching Wikidata with Frame Semantics
Language: English
Abstract:

Wikidata is a large-scale, multilingual and freely available knowledge base. It contains more than 14 million facts, however, it is still missing linguistic information. In this paper, we aim to bridge this gap by aligning Wikidata with FrameNet lexicon. We propose an approach based on word embedding to identify a mapping between Wikidata relations, called properties, and FrameNet frames and to annotate the arguments of each relation with the semantic roles of the matching frames. Early empirical results show the advantage of our approach compared to other baseline methods.

Title of Book: Proceedings of the 5th Workshop on Automated Knowledge Base Construction (AKBC) 2016 held in conjunction with NAACL 2016
Publisher: Association for Computational Linguistics
Uncontrolled Keywords: reviewed;UKP_a_LangTech4eHum;UKP_a_LSRA;UKP_reviewed
Divisions: 20 Department of Computer Science
20 Department of Computer Science > Ubiquitous Knowledge Processing
Event Location: San Diego
Date Deposited: 31 Dec 2016 14:29
Official URL: http://www.aclweb.org/anthology/W16-1306
Identification Number: TUD-CS-2016-0085
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