Is singular value decomposition useful for word similarity extraction?

Pablo Gamallo Stefan Bordag

Published in: Lang. Resour. Evaluation (2011)

Keyphrases

singular value decomposition
word similarity
singular values
low rank
document similarity
dimensionality reduction
dimension reduction
least squares
wordnet
similarity measure
information extraction
principal component analysis
semantic similarity
semantic relatedness