Given a tweet t with a sequence of words w 1 , ..., w n , our goal is to identify the possible entity mentions in the tweet t. Specifically, every word w i in tweet t requires a label to indicate that whether it is an entity mention word or not.
we view it as a traditional named entity recognition (NER) problem and use BIO tagging schema.