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Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora

Identifieur interne : 001B17 ( Main/Exploration ); précédent : 001B16; suivant : 001B18

Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora

Auteurs : Fabrice Lefevre [France] ; Djamel Mostefa [France] ; Laurent Besacier [France] ; Yannick Estève [France] ; Matthieu Quignard [France] ; Nathalie Camelin [France] ; Benoit Favre [France] ; Bassam Jabaian [France] ; Lina Maria Rojas Barahona [France]

Source :

RBID : Hal:hal-00683433

English descriptors

Abstract

The PORTMEDIA project is intended to develop new corpora for the evaluation of spoken language understanding systems. The newly collected data are in the field of human-machine dialogue systems for tourist information in French in line with the MEDIA corpus. Transcriptions and semantic annotations, obtained by low-cost procedures, are provided to allow a thorough evaluation of the systems' capabilities in terms of robustness and portability across languages and domains. A new test set with some adaptation data is prepared for each case: in Italian as an example of a new language, for ticket reservation as an example of a new domain. Finally the work is complemented by the proposition of a new high level semantic annotation scheme well-suited to dialogue data.

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Le document en format XML

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<name sortKey="Rojas Barahona, Lina Maria" sort="Rojas Barahona, Lina Maria" uniqKey="Rojas Barahona L" first="Lina Maria" last="Rojas Barahona">Lina Maria Rojas Barahona</name>
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<addrLine>Campus Scientifique BP 239 54506 Vandoeuvre-lès-Nancy Cedex</addrLine>
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<settlement type="city">Metz</settlement>
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<div type="abstract" xml:lang="en">The PORTMEDIA project is intended to develop new corpora for the evaluation of spoken language understanding systems. The newly collected data are in the field of human-machine dialogue systems for tourist information in French in line with the MEDIA corpus. Transcriptions and semantic annotations, obtained by low-cost procedures, are provided to allow a thorough evaluation of the systems' capabilities in terms of robustness and portability across languages and domains. A new test set with some adaptation data is prepared for each case: in Italian as an example of a new language, for ticket reservation as an example of a new domain. Finally the work is complemented by the proposition of a new high level semantic annotation scheme well-suited to dialogue data.</div>
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<li>Université du Maine</li>
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<name sortKey="Besacier, Laurent" sort="Besacier, Laurent" uniqKey="Besacier L" first="Laurent" last="Besacier">Laurent Besacier</name>
<name sortKey="Camelin, Nathalie" sort="Camelin, Nathalie" uniqKey="Camelin N" first="Nathalie" last="Camelin">Nathalie Camelin</name>
<name sortKey="Esteve, Yannick" sort="Esteve, Yannick" uniqKey="Esteve Y" first="Yannick" last="Estève">Yannick Estève</name>
<name sortKey="Favre, Benoit" sort="Favre, Benoit" uniqKey="Favre B" first="Benoit" last="Favre">Benoit Favre</name>
<name sortKey="Jabaian, Bassam" sort="Jabaian, Bassam" uniqKey="Jabaian B" first="Bassam" last="Jabaian">Bassam Jabaian</name>
<name sortKey="Mostefa, Djamel" sort="Mostefa, Djamel" uniqKey="Mostefa D" first="Djamel" last="Mostefa">Djamel Mostefa</name>
<name sortKey="Quignard, Matthieu" sort="Quignard, Matthieu" uniqKey="Quignard M" first="Matthieu" last="Quignard">Matthieu Quignard</name>
<name sortKey="Rojas Barahona, Lina Maria" sort="Rojas Barahona, Lina Maria" uniqKey="Rojas Barahona L" first="Lina Maria" last="Rojas Barahona">Lina Maria Rojas Barahona</name>
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