TwitIE is a GATE pipeline for Information Extraction over tweets, one of the noisiest forms of social media text. TwitIE is available as part of the GATE Twitter plugin.
Social media data Language identification;
Twitter tokeniser, for handling smilies, user names, URLS and so on;
Twitter part-of-speech tagger, which is also available on its own
Text normalisation PR.