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• W2185175083 abstract "We propose to use the visual denotations of linguistic expressions (i.e. the set of images they describe) to define novel denotational similarity metrics, which we show to be at least as beneficial as distributional similarities for two tasks that require semantic inference. To compute these denotational similarities, we construct a denotation graph, i.e. a subsumption hierarchy over constituents and their denotations, based on a large corpus of 30K images and 150K descriptive captions." @default.
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• W2185175083 date "2014-12-01" @default.
• W2185175083 modified "2023-10-14" @default.
• W2185175083 title "From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions" @default.
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• W2185175083 doi "https://doi.org/10.1162/tacl_a_00166" @default.
• W2185175083 hasPublicationYear "2014" @default.
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