What Your Username Says About You
2015-07-08EMNLP 2015Code Available0· sign in to hype
Aaron Jaech, Mari Ostendorf
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- github.com/ajaech/username_analyticsOfficialIn papernone★ 0
Abstract
Usernames are ubiquitous on the Internet, and they are often suggestive of user demographics. This work looks at the degree to which gender and language can be inferred from a username alone by making use of unsupervised morphology induction to decompose usernames into sub-units. Experimental results on the two tasks demonstrate the effectiveness of the proposed morphological features compared to a character n-gram baseline.