(2011) combine a classifier based on the k-nearest neighbors algorithm with a CRFbased model to leverage cross tweets information, and adopt the semi-supervised learning to leverage unlabeled tweets.
named entity normalization (NEN) for tweets, which transforms named entities mentioned in tweets to their unambiguous canonical forms, has not been well studied.