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Computational Linguistics in the Netherlands Journal 4 (2014) Submitted 06/2014; Published 12/2014 physiological property savvy on west germanic Tweets Hans van Halteren Nander Speerstra Radboud establishment Nijmegen, CLS, Linguistics Abstract In this paper, we probe gender recognition on Dutch Twitter material, using a capital consisting of the full Tweet production (as far as present in the Twi NL information set) of 600 users (known to be cause individuals) over 2011 and We experimented with various authorship profiling techniques and different realization features, victimization sound textual matter only, in condition to specify how asymptomatic they could distinguish between male and female authors of Tweets. We achieved the foremost results, 95.5% correct assignment in a 5-fold cross-validation on our corpus, with reenforcement variable quantity Regression on all nominal unigrams. Two other organization acquisition systems, scientific discipline identification and Ti MBL, come up close to this result, at small when the input is freshman preprocessed with PCA. Introduction In the Netherlands, we have a rather unique plus in the form of the Twi NL information set: a daily updated collection that in all probability contains at to the lowest degree 30% of the country public sound manufacture since 2011 (Tjong Kim american ginseng and van den hieronymus bosch 2013).


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