Improving gender classification of blog authors

    EMNLP, pp. 207-217, 2010.

    Cited by: 212|Bibtex|Views15|Links
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    Keywords:
    current resultblog authorfeature selection criterionclassification accuracynew classMore(8+)

    Abstract:

    The problem of automatically classifying the gender of a blog author has important applications in many commercial domains. Existing systems mainly use features such as words, word classes, and POS (part-of-speech) n-grams, for classification learning. In this paper, we propose two new techniques to improve the current result. The first t...More

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