We consider the problem of grounding the
meaning of words in the physical world
and focus on the visual modality which we
represent by visual attributes. We create
a new large-scale taxonomy of visual attributes
covering ...
Silberer, Carina; Ferrari, Vittorio; Lapata, Mirella(Institute of Electrical and Electronics Engineers (IEEE), 2017)
In this paper we address the problem of grounding distributional representations of lexical meaning. We introduce a new
model which uses stacked autoencoders to learn higher-level representations from textual and visual ...
