WEBDial, a Multi-domain, Multitask Statistical Dialogue Framework with RDF
CoRR(2024)
摘要
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.
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