Loading...
Please wait, while we are loading the content...
Similar Documents
Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora
| Content Provider | Hyper Articles en Ligne (HAL) |
|---|---|
| Author | Lefèvre, Fabrice Mostefa, Djamel Besacier, Laurent Estève, Yannick Quignard, Matthieu Camelin, Nathalie Favre, Benoit Jabaian, Bassam Rojas Barahona, Lina Maria |
| 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. |
| Related Links | https://inria.hal.science/hal-00683433/file/751_Paper.pdf |
| Conference Proceedings | The International Conference on Language Resources and Evaluation |
| Language | English |
| Publisher | HAL CCSD |
| Publisher Date | 2012-05-23 |
| Access Restriction | Open |
| Subject Keyword | spoken language understanding system human-machine dialogue corpus portability |
| Content Type | Text |
| Resource Type | Conference Proceedings |
| Subject | Computer Science |
