A Word-Scale Probabilistic Latent Variable Model for Detecting Human Values

CIKM, pp. 1489-1498, 2014.

Cited by: 9|Bibtex|Views6|
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Keywords:
computational linguisticscomputational social sciencehuman valuestext analysisprobabilistic model

Abstract:

This paper describes a probabilistic latent variable model that is designed to detect human values such as justice or freedom that a writer has sought to reflect or appeal to when participating in a public debate. The proposed model treats the words in a sentence as having been chosen based on specific values; values reflected by each sen...More

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