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Modeling annotated data

SIGIR, pp.127-134, (2003)

Cited by: 1425|Views204
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Abstract

We consider the problem of modeling annotated data---data with multiple types where the instance of one type (such as a caption) serves as a description of the other type (such as an image). We describe three hierarchical probabilistic mixture models which aim to describe such data, culminating in correspondence latent Dirichlet allocatio...More

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