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What Your Username Says About You

8 Jul 2015EMNLP 2015 9arXiv:1507.02045archive 2025-07-28

Aaron Jaech, Mari Ostendorf

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.

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