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Tauira: A tool for acquiring unknown words in a dialogue context PDF

91 Pages·2004·1.57 MB·English
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Preview Tauira: A tool for acquiring unknown words in a dialogue context

Tauira: A tool for acquiring unknown words in a dialogue context Maarten van Schagen Alistair Knott Human Media Interaction Group Dept of Computer Science University of Twente University of Otago 1 Outline of the talk 1. Background: the Kaitito dialogue system. 2. The problem of unknown words, and some current ap- proaches to solving it. 3. Our solution: dialogue-based word authoring. 4. Some examples of the authoring system. 2 The Te Kaitito project We wanted to build a NLP system which has ‘a little bit of everything’. The Te Kaitito project We wanted to build a NLP system which has ‘a little bit of everything’. We chose to build a dialogue system, as this requires a wide range of different components. The Te Kaitito project We wanted to build a NLP system which has ‘a little bit of everything’. We chose to build a dialogue system, as this requires a wide range of different components. • sentence interpretation, sentence generation The Te Kaitito project We wanted to build a NLP system which has ‘a little bit of everything’. We chose to build a dialogue system, as this requires a wide range of different components. • sentence interpretation, sentence generation • anaphora, presuppositions, discourse structure The Te Kaitito project We wanted to build a NLP system which has ‘a little bit of everything’. We chose to build a dialogue system, as this requires a wide range of different components. • sentence interpretation, sentence generation • anaphora, presuppositions, discourse structure • questions and answers The Te Kaitito project We wanted to build a NLP system which has ‘a little bit of everything’. We chose to build a dialogue system, as this requires a wide range of different components. • sentence interpretation, sentence generation • anaphora, presuppositions, discourse structure • questions and answers • information structure and intonation The Te Kaitito project We wanted to build a NLP system which has ‘a little bit of everything’. We chose to build a dialogue system, as this requires a wide range of different components. • sentence interpretation, sentence generation • anaphora, presuppositions, discourse structure • questions and answers • information structure and intonation • dialogue management issues 3 Architecture of the dialogue system 4

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Knight proposes embedding an unknown word in example syntactic contexts to determine its syntactic properties. U: John is hungry. S: I don't know the meaning
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