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Online Updating of Word Representations for Part-of-Speech Tagging
April 02, 2016 ยท Declared Dead ยท ๐ Conference on Empirical Methods in Natural Language Processing
"No code URL or promise found in abstract"
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Authors
Wenpeng Yin, Tobias Schnabel, Hinrich Schรผtze
arXiv ID
1604.00502
Category
cs.CL: Computation & Language
Citations
17
Venue
Conference on Empirical Methods in Natural Language Processing
Last Checked
4 months ago
Abstract
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.
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