Bad title (this is all about text classification/mining, not NLP), but a very nice introduction at that. Maybe a tad optimistic - I'd never even consider applying a classifier with 80% accuracy to the Twitter firehose (unless extremely noisy performance were a non-issue - but it never is ... :-)).
