A biterm topic model for short texts

    WWW, pp. 1445-1456, 2013.

    Cited by: 544|Bibtex|Views62|Links
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    Keywords:
    coherent topicconventional topic modelnew topic modelreal-world short text collectionshort documentMore(7+)

    Abstract:

    Uncovering the topics within short texts, such as tweets and instant messages, has become an important task for many content analysis applications. However, directly applying conventional topic models (e.g. LDA and PLSA) on such short texts may not work well. The fundamental reason lies in that conventional topic models implicitly capture...More

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