Andrews et al. ( 2009 ) extend LDA to allow for the inference of document and topic distributions in a multimodal corpus .
integrating experiential and distributional data to learn semantic representations
Mark Andrews Gabriella Vigliocco David Vinson
Andrews et al. ( 2009 ) extend LDA to allow for the inference of document and topic distributions in a multimodal corpus . In their model , a document consists of a set of ( word , feature ) pairs ,4 rather than just words , and documents are still modeled as mixtures of shared topics .
@@CITATION extend LDA to allow for the inference of document and topic distributions in a multimodal corpus .