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Models of Semantic Representation with Visual Attributes

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Figure

Table 1: Attribute categories and examples of at-tribute instances. Parentheses denote the numberof attributes per category.
Table 2: Human-authored attributes for bear, eggplant, and bike.
Table 4: Ten most similar concepts computed onthe basis of averaged attribute vectors and orderedaccording to cosine similarity.
Table 6: Correlation matrix for unseen Nelsonet al. (1998) cue-associate pairs and five distribu-tional models
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