Are distributional representations ready for the real world? Evaluating word vectors for grounded perceptual meaning

Li Lucy, Jon Gauthier

Distributional word representation methods exploit word co-occurrences to build compact vector encodings of words. While these representations enjoy widespread use in modern natura…