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Yi-Cheng Pan

2 accepted papers

2015

A factorization network based method for multi-lingual domain classification

ICASSP 2015accepted

In many spoken language understanding systems (SLUS), domain classification is the most crucial component, as system responses based on wrong domains often yield very unpleasant user experiences. In multi-lingual domain classification, the training data for some poor-resource languages often comes f…

Cited by 0SourceScholar
2015

Contextual spoken language understanding using recurrent neural networks

ICASSP 2015accepted

We present a contextual spoken language understanding (contextual SLU) method using Recurrent Neural Networks (RNNs). Previous work has shown that context information, specifically the previously estimated domain assignment, is helpful for domain identification. We further show that other context in…

Cited by 0SourceScholar