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Modeling topic dependencies in semantically coherent text spans with copulas
AbstractThe exchangeability assumption in topic models like Latent Dirichlet Allocation (LDA) often results in inferring inconsistent topics for the words of text spans like noun-phrases, which are usually expected to …...