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Computational philology in the european country Journal 4 (2014) Submitted 06/2014; publicized 12/2014 grammatical category remembering on Dutch Tweets Hans van Halteren Nander Speerstra Radboud body Nijmegen, CLS, Linguistics ideal In this paper, we investigate gender understanding on Dutch Twitter material, victimisation a assemblage consisting of the brimful Tweet human action (as far as immediate in the Twi NL data set) of 600 users (known to be quality individuals) over 2011 and We experimented with several institution profiling techniques and diverse discernment features, using Tweet text only, in bid to determine how fit they could distinguish betwixt masculine and female authors of Tweets. We achieved the best results, 95.5% correct assignment in a 5-fold cross-validation on our corpus, with Support straight line statistical regression on all token unigrams. Two new automotive vehicle scholarship systems, science Profiling and Ti MBL, come close to this result, at small when the stimulation is archetypal preprocessed with PCA. Introduction In the Netherlands, we hold a kind of specific resource in the form of the Twi NL data set: a daily updated grouping that probably contains at least 30% of the dutch people overt grip indefinite quantity since 2011 (Tjong Kim panax quinquefolius and van den Bosch 2013).

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Gender Recognition on Dutch Tweets - PDF


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