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The TTR perceptron: Dynamic perceptual meanings and semantic coordination

Sourcetitle: 
Traum et al: Proceedings of SemDial 2011
Year of publication: 
2011
PublicationType: 
Scientific journal article - peer reviewed

In this paper, a dynamic semantic approach to subsymbolic perceptual aspects of meaning is presented. We show how a simple classifier of spatial information based on the Perceptron can be cast in TTR (Type Theory with Records). Furthermore, we show how subsymbolic aspects of meaning can be updated as a result of observing language use in interaction, thereby enabling fine-grained semantic plasticity and semantic coordination.

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