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Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples

Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples
Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples
The linked repository contains the code along with the required corpora that were used in order to build a system that "learns" how to generate English biographies for Semantic Web triples. Two corpora are included: (i) DBpedia triples aligned with Wikipedia biographies and (ii) Wikidata triples aligned with Wikipedia biographies.
Natural Language Generation, Neural Networks, Deep Learning, Semantic Web Triples
University of Southampton
Vougiouklis, Pavlos
4cd0a8f1-c5e2-4ba2-8dcd-753db616b215
Elsahar, Hady
04528e31-9e9e-4de3-99ce-b6221889e912
Kaffee, Lucie-Aimée
8975c12f-9033-47ed-a2eb-b674b707c2ac
Gravier, Christophe
3d1a8495-afbd-4a61-b19b-a00036d4e74b
Laforest, Frederique
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Hare, Jonathon
65ba2cda-eaaf-4767-a325-cd845504e5a9
Simperl, Elena
40261ae4-c58c-48e4-b78b-5187b10e4f67
Vougiouklis, Pavlos
4cd0a8f1-c5e2-4ba2-8dcd-753db616b215
Elsahar, Hady
04528e31-9e9e-4de3-99ce-b6221889e912
Kaffee, Lucie-Aimée
8975c12f-9033-47ed-a2eb-b674b707c2ac
Gravier, Christophe
3d1a8495-afbd-4a61-b19b-a00036d4e74b
Laforest, Frederique
f61f682e-55a5-4626-a8d6-52aa2f3809d6
Hare, Jonathon
65ba2cda-eaaf-4767-a325-cd845504e5a9
Simperl, Elena
40261ae4-c58c-48e4-b78b-5187b10e4f67

Vougiouklis, Pavlos (2017) Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples. University of Southampton [Dataset]

Record type: Dataset

Abstract

The linked repository contains the code along with the required corpora that were used in order to build a system that "learns" how to generate English biographies for Semantic Web triples. Two corpora are included: (i) DBpedia triples aligned with Wikipedia biographies and (ii) Wikidata triples aligned with Wikipedia biographies.

Full text not available from this repository.

More information

Published date: 29 November 2017
Keywords: Natural Language Generation, Neural Networks, Deep Learning, Semantic Web Triples
Organisations: Electronics & Computer Science, Vision, Learning and Control, Web and Internet Science

Identifiers

Local EPrints ID: 427381
URI: http://eprints.soton.ac.uk/id/eprint/427381
PURE UUID: b64cc61b-28ea-4f03-9580-24d57e6d86f7
ORCID for Lucie-Aimée Kaffee: ORCID iD orcid.org/0000-0002-1514-8505
ORCID for Jonathon Hare: ORCID iD orcid.org/0000-0003-2921-4283
ORCID for Elena Simperl: ORCID iD orcid.org/0000-0003-1722-947X

Catalogue record

Date deposited: 14 Jan 2019 17:31
Last modified: 15 Jan 2019 01:34

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Contributors

Creator: Pavlos Vougiouklis
Contributor: Hady Elsahar
Contributor: Lucie-Aimée Kaffee ORCID iD
Research team head: Christophe Gravier
Research team head: Frederique Laforest
Research team head: Jonathon Hare ORCID iD
Research team head: Elena Simperl ORCID iD

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