Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Conference Papers Year : 2012

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

Fabrice Lefèvre

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.
Fichier principal
Vignette du fichier
751_Paper.pdf (151.1 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-00683433 , version 1 (28-03-2012)

Identifiers

  • HAL Id : hal-00683433 , version 1

Cite

Fabrice Lefèvre, Djamel Mostefa, Laurent Besacier, Yannick Estève, Matthieu Quignard, et al.. Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora. The International Conference on Language Resources and Evaluation, May 2012, Istanbul, Turkey. ⟨hal-00683433⟩
954 View
497 Download

Share

Gmail Facebook X LinkedIn More