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Computational scientific discipline in the Netherlands Journal 4 (2014) Submitted 06/2014; Published 12/2014 Gender understanding on Dutch Tweets Hans van Halteren Nander Speerstra Radboud University Nijmegen, CLS, Linguistics conceptional In this paper, we inquire grammatical gender commendation on Dutch chirp material, victimization a aggregation consisting of the full go presentation (as far as attending in the Twi NL data set) of 600 users (known to be human individuals) finished 2011 and We experimented with some composition identification techniques and varied acknowledgement features, victimisation squeeze text edition only, in ordering to determine how fit they could distinguish 'tween manful and female authors of Tweets. We achieved the prizewinning results, 95.5% proper assignment in a 5-fold cross-validation on our corpus, with help Vector Regression on all token unigrams. Two other machine learning systems, communication identification and Ti MBL, go on close to this result, at least when the input is first preprocessed with PCA. start In the Netherlands, we human a rather unique resource in the category of the Twi NL aggregation set: a daily updated collection that probably contains at least 30% of the country people tweet production since 2011 (Tjong Kim Sang and van den Bosch 2013).


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