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We introduce a social media text normal- ization system that can be deployed as a preprocessing step for Machine Transla- tion and various NLP applications to han- dle social media …...

We introduce ConnotationWordNet, a con- notation lexicon over the network of words in conjunction with senses. We formulate the lexicon induction problem as collec- tive inference over pairwise-Markov Ran- dom …...

AbstractIn the literature, various supervised learning approaches have been adopted to address the task of reader emotion classification. However, the classification performance greatly suffers when the size of the labeled …...

AbstractWith the explosion of news information, personalized news recommendation has become very important for users to quickly find their interested contents. Most existing methods usually learn the representations of users …...