Online Updating of Word Representations for Part-of-Speech Tagging
arXiv:1604.00502
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.
EMNLP'2015. Released POS tagger "FLORS" for online domain adaptation