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SIGDIAL
2010

I've said it before, and I'll say it again: An empirical investigation of the upper bound of the selection approach to dialogue

11 years 2 months ago
I've said it before, and I'll say it again: An empirical investigation of the upper bound of the selection approach to dialogue
We perform a study of existing dialogue corpora to establish the theoretical maximum performance of the selection approach to simulating human dialogue behavior in unseen dialogues. This maximum is the proportion of test utterances for which an exact or approximate match exists in the corresponding training corpus. The results indicate that some domains seem quite suitable for a corpusbased selection approach, with over half of the test utterances having been seen before in the corpus, while other domains show much more novelty compared to previous dialogues.
Sudeep Gandhe, David R. Traum
Added 21 May 2011
Updated 21 May 2011
Type Journal
Year 2010
Where SIGDIAL
Authors Sudeep Gandhe, David R. Traum
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