Recurrent Polynomial Network for Dialogue State Tracking

D&D, Volume abs/1507.03934, Issue 3, 2016.

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Abstract:

Dialogue state tracking (DST) is a process to estimate the distribution of the dialogue states as a dialogue progresses. Recent studies on constrained Markov Bayesian polynomial (CMBP) framework take the first step towards bridging the gap between rule-based and statistical approaches for DST. In this paper, the gap is further bridged b...More

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