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We propose online unsupervised domain adaptation (DA), which is performedincrementally as data comes in and is applicable when batch DA is not possible.In a part-of-speech (POS) tagging evaluation, we find that online unsupervisedDA performs as well as batch DA.

Online Updating of Word Representations for Part-of-Speech Tagging