Paper Info
Title
Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora.
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.
Year
Venue
Keywords
2012
LREC 2012 - EIGHTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION
spoken language understanding system,human-machine dialogue corpus,portability
Field
DocType
Citations 
Reservation,Transcription (linguistics),Computer science,Ticket,Robustness (computer science),Speech recognition,Software portability,Artificial intelligence,Natural language processing,Constructed language,Spoken language,Test set
Conference
1
PageRank 
References 
Authors
0.42
15
9
Name
Order
Citations
PageRank
Fabrice Lefèvre118526.62
Djamel Mostefa235935.40
laurent besacier3696102.67
Yannick Estève429850.89
Matthieu Quignard5568.34
Nathalie Camelin63914.29
Benoît Favre727628.20
Bassam Jabaian8287.00
Lina M. Rojas-Barahona915414.89