Incremental on-line adaptation of POMDP-based dialogue managers to extended domains

@inproceedings{Gasic2014IncrementalOA,
  title={Incremental on-line adaptation of POMDP-based dialogue managers to extended domains},
  author={Milica Gasic and Dongho Kim and Pirros Tsiakoulis and Catherine Breslin and Matthew Henderson and Martin Szummer and Blaise Thomson and Steve J. Young},
  booktitle={INTERSPEECH},
  year={2014}
}
An important property of open domain spoken dialogue systems is their ability to deal with a set of new, previously unseen, concepts introduced in the conversation. The dialogue manager must then quickly learn how to talk about the new concepts using its knowledge of the existing concepts. It has previously been shown that a single new concept could be accommodated by mapping the kernel function of a Gaussian process to incorporate an additional concept into the domain of a statistical dialogue… CONTINUE READING
Highly Cited
This paper has 35 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 26 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 19 references

Similar Papers

Loading similar papers…