Visual and affective multimodal models of word meaning in language and mind

Demonstrates that models that incorporate visual and affective information capture human representations better than models built from text corpora

The "Small World of Words" English word association norms for over 12,000 cue words

Presents the largest English-language word association dataset in the world

Evidence for widespread thematic structure in the mental lexicon

Strong structure in weak semantic similarity: A graph based account