WEBDial, a Multi-domain, Multitask Statistical Dialogue Framework with RDF
Fuente:
arXiv
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| Autori principali: | , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| author | Veyret, Morgan Duchene, Jean-Baptiste Afonouvi, Kekeli Brabant, Quentin Lecorve, Gwenole Rojas-Barahona, Lina M. |
| author_facet | Veyret, Morgan Duchene, Jean-Baptiste Afonouvi, Kekeli Brabant, Quentin Lecorve, Gwenole Rojas-Barahona, Lina M. |
| contents | Typically available dialogue frameworks have adopted a semantic representation based on dialogue-acts and slot-value pairs. Despite its simplicity, this representation has disadvantages such as the lack of expressivity, scalability and explainability. We present WEBDial: a dialogue framework that relies on a graph formalism by using RDF triples instead of slot-value pairs. We describe its overall architecture and the graph-based semantic representation. We show its applicability from simple to complex applications, by varying the complexity of domains and tasks: from single domain and tasks to multiple domains and complex tasks. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_03905 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | WEBDial, a Multi-domain, Multitask Statistical Dialogue Framework with RDF Veyret, Morgan Duchene, Jean-Baptiste Afonouvi, Kekeli Brabant, Quentin Lecorve, Gwenole Rojas-Barahona, Lina M. Computation and Language Typically available dialogue frameworks have adopted a semantic representation based on dialogue-acts and slot-value pairs. Despite its simplicity, this representation has disadvantages such as the lack of expressivity, scalability and explainability. We present WEBDial: a dialogue framework that relies on a graph formalism by using RDF triples instead of slot-value pairs. We describe its overall architecture and the graph-based semantic representation. We show its applicability from simple to complex applications, by varying the complexity of domains and tasks: from single domain and tasks to multiple domains and complex tasks. |
| title | WEBDial, a Multi-domain, Multitask Statistical Dialogue Framework with RDF |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2401.03905 |