Learning of dialogue states and language model of spoken information system

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United States of America Patent

PATENT NO 6839671
APP PUB NO 20030091163A1
SERIAL NO

10130483

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Abstract

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In this invention dialogue states for a dialogue model are created using a training corpus of example human--human dialogues. Dialogue states are modelled at the turn level rather than at the move level, and the dialogue states are derived from the training corpus. The range of operator dialogue utterances is actually quite small in many services and therefore may be categorized into a set of predetermined meanings. This is an important assumption which is not true of general conversation, but is often true of conversations between telephone operators and people. Phrases are specified which have specific substitution and deletion penalties, for example the two phrases 'I would like to' and 'can I' may be specified as a possible substitution with low or zero penalty. Thus allows common equivalent phrases are given low substitution penalties. Insignificant phrases such as `erm` are given low or zero deletion penalties.

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Patent Owner(s)

Patent OwnerAddress
BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY1 BRAHAM STREET LONDON E1 8EE

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Attwater, David J Ipswich, GB 8 368
Durston, Peter J Suffolk, GB 4 323
Edgington, Michael D Bridgewater, MA 10 1214

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