Word Sense Induction: Triplet-Based Clustering and Automatic Evaluation.

A graph based word clustering approach shows that it is possible and feasible to have a completely unsupervised algorithm determine the various meanings of words. For example in a news paper corpus for the word space it would result in several meanings, one of which would be the outer space where space craft fly around in and the other meaning would be rentable office space. (2006)