752 citations · 755 across the 3 of their papers we have counts for
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cs.CL2017
Effective Spoken Language Labeling with Deep Recurrent Neural Networks
Marco Dinarelli, Yoann Dupont, Isabelle Tellier
Understanding spoken language is a highly complex problem, which can be decomposed into several simpler tasks. In this paper, we focus on Spoken Language Understanding (SLU), the m…
cs.CL2017
Label-Dependencies Aware Recurrent Neural Networks
Yoann Dupont, Marco Dinarelli, Isabelle Tellier
In the last few years, Recurrent Neural Networks (RNNs) have proved effective on several NLP tasks. Despite such great success, their ability to model \emph{sequence labeling} is s…