HAL is a model of semantics which derives representations for words from analysis of text (specifically, Usenet text which there's plenty of to analyze). The representations are formed by an analysis of lexical co-occurrence and can be compared to get measures of word similarity. If this description hasn't put you to sleep yet, check out the demo...
Oh yeah, you can get a paper about HAL, too.
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