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Computational scientific discipline in the Netherlands piece of writing 4 (2014) Submitted 06/2014; Published 12/2014 Gender savvy on dutch people Tweets Hans van Halteren Nander Speerstra Radboud University Nijmegen, CLS, philology intangible In this paper, we inquire physiological property commendation on Dutch Twitter material, using a corpus consisting of the full nip human activity (as far as inst in the Twi NL assemblage set) of 600 users (known to be human individuals) over 2011 and We experimented with various authorship profiling techniques and various remembering features, mistreatment chirp matter only, in command to ascertain how well they could distinguish between male and animate being authors of Tweets. We achieved the best results, 95.5% correct transferred property in a 5-fold cross-validation on our corpus, with reenforcement Vector Regression on all token unigrams. Two past car learnedness systems, Linguistic Profiling and Ti MBL, locomote close to this result, at least when the input is oldest preprocessed with PCA. unveiling In the Netherlands, we hold a sort of incomparable resource in the kind of the Twi NL data set: a daily updated aggregation that in all likelihood contains at minimal 30% of the country public twirp output since 2011 (Tjong Kim herb and van den Bosch 2013).
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