Ten pairs to tag - Multilingual POS tagging via coarse mapping between embeddings

In the absence of annotations in the target language, multilingual models typically draw on extensive parallel resources. In this paper, we demonstrate that accurate multilingual partof-speech (POS) tagging can be done with just a few (e.g., ten) word translation pairs. We use the translation pairs...

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书目详细资料
Main Authors: Gaddy, David M., Zhang, Yuan, Barzilay, Regina, Jaakkola, Tommi S.
其他作者: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
格式: 文件
语言:en_US
出版: Association for Computational Linguistics 2017
在线阅读:http://hdl.handle.net/1721.1/110739
https://orcid.org/0000-0003-3121-0185
https://orcid.org/0000-0002-2921-8201
https://orcid.org/0000-0002-2199-0379