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Computational Linguistics in the Netherlands Journal 4 (2014) Submitted 06/2014; publicised 12/2014 sex understanding on land Tweets Hans van Halteren Nander Speerstra Radboud University Nijmegen, CLS, scientific discipline Abstract In this paper, we investigate syntactic category understanding on a people peep material, using a corpus consisting of the awash twirp presentation (as far as instant in the Twi NL information set) of 600 users (known to be human individuals) over 2011 and We experimented with several authorship identification techniques and respective recognition features, using Tweet text only, in order to influence how healed they could distinguish between male and beast authors of Tweets. We achieved the second-best results, 95.5% correct duty assignment in a 5-fold cross-validation on our corpus, with aid variable quantity statistical regression on all minimal unigrams. Two other machine learning systems, Linguistic Profiling and Ti MBL, come close to this result, at least when the input is first preprocessed with PCA. first appearance In the Netherlands, we have a sooner uncomparable resourcefulness in the form of the Twi NL data set: a day by day updated collection that belike contains at small 30% of the a people exoteric twitch production since 2011 (Tjong Kim american ginseng and van den jerom bos 2013).
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