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Data-Driven Methods for Adaptive Spoken Dialogue Systems (eBook, PDF)

Computational Learning for Conversational Interfaces

Redaktion: Lemon, Oliver; Pietquin, Olivier
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The EC FP7 project "Computational Learning in Adaptive Systems for Spoken Conversation" (CLASSiC) was a European initiative working on a fully data-driven architecture for the development of conversational interfaces, as well as new machine learning approaches for their sub-components. It developed a variety of novel statistical methods for spoken dialogue processing, for extended conversational interaction, which are now collected together in this book. A major focus of the project was in tracking the accumulation of information about user goals over multiple dialogue turns (i.e.\ extended co...

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