Cross-lingual RST discourse parsing

Chloé Elodie Braud, Maximin Coavoux, Anders Søgaard

17 Citationer (Scopus)

Abstract

Discourse parsing is an integral part of understanding information flow and argumentative structure in documents. Most previous research has focused on inducing and evaluating models from the English RST Discourse Treebank. However, discourse treebanks for other languages exist, including Spanish, German, Basque, Dutch and Brazilian Portuguese. The treebanks share the same underlying linguistic theory, but differ slightly in the way documents are annotated. In this paper, we present (a) a new discourse parser which is simpler, yet competitive (significantly better on 2/3 metrics) to state of the art for English, (b) a harmonization of discourse treebanks across languages, enabling us to present (c) what to the best of our knowledge are the first experiments on crosslingual discourse parsing.

OriginalsprogEngelsk
TitelProceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics : long papers
Antal sider13
Vol/bind1
ForlagAssociation for Computational Linguistics
Publikationsdato2017
Sider292-304
ISBN (Elektronisk) 978-1-945626-34-0
StatusUdgivet - 2017
Begivenhed15th Conference of the European Chapter of the Association for Computational Linguistics - Valencia, Spanien
Varighed: 3 apr. 20177 apr. 2017
Konferencens nummer: 15

Konference

Konference15th Conference of the European Chapter of the Association for Computational Linguistics
Nummer15
Land/OmrådeSpanien
ByValencia
Periode03/04/201707/04/2017

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