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

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Apr 02, 2016
Wenpeng Yin, Tobias Schnabel, Hinrich Schütze
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We propose online unsupervised domain adaptation (DA), which is performed incrementally 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 unsupervised DA performs as well as batch DA.

* EMNLP'2015. Released POS tagger "FLORS" for online domain adaptation  
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