Twitter word clusters - Carnegie Mellon School of Computer Science
From 56 million English tweets (837 million tokens), 1000 hierarchical clusters over 217 thousand words. More information here. To see examples of usage, try Twitter Search, Bing Social Search, specialized resources like Urban Dictionary, etc....