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Distributional Modeling on a Diet: One shot Word Learning from Text Only

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Figure

Figure 1: Plate diagram for the Bimodal TopicModel (bi-TM)
Table 1: MAP scores, multi-shot learning on theQMR and Animal datasets
Table 3: QMR: top 5 properties of gown. Top 2entries: multi-shot. Last entry: one-shot, contextundo-dobj
Table 5: Correlation of informativity with AP,Spearman’sp < ρ.* and· indicate significance at.0 05 and p <.0 1

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