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Probabilistic Distributional Semantics with Latent Variable Models

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Figure

Figure 1Generative story and plate diagram for LDA; descriptive comments (in parentheses) precede
Table 2Sample semantic classes learned by a Rooth-LDA model with
Figure 3Generative story and plate diagram for LEX-LDA.
Table 3BNC verbs with lowest and highest estimated lexicalization values
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