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ACL Anthology

What's There to Talk About? A Multi-Modal Model of Referring Behavior in the Presence of Shared Visual Information

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What's There to Talk About? A Multi-Modal Model of Referring Behavior in the Presence of Shared Visual Information
This paper describes the development of a rule-based computational model that describes how a feature-based representation of shared visual information combines with linguistic cues to enable effective reference resolution. This work explores a language-only model, a visualonly model, and an integrated model of reference resolution and applies them to a corpus of transcribed task-oriented spoken dialogues. Preliminary results from a corpus-based analysis suggest that integrating information from a shared visual environment can improve the performance and quality of existing discoursebased models of reference resolution.
Darren Gergle
Added 30 Oct 2010
Updated 30 Oct 2010
Type Conference
Year 2006
Where EACL
Authors Darren Gergle
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