Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems

Rahul Goel
Rahul Goel
Shachi Paul
Shachi Paul
Jérémie Lecomte
Jérémie Lecomte

arXiv: Artificial Intelligence, Volume abs/1811.12891, 2018.

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Abstract:

Goal-oriented dialogue systems typically rely on components specifically developed for a single task or domain. This limits such systems in two different ways: If there is an update in the task domain, the dialogue system usually needs to be updated or completely re-trained. It is also harder to extend such dialogue systems to different a...More

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