Addressing Ambiguity in Unsupervised Part-of-Speech Induction with Substitute Vectors

Abstract

We study substitute vectors to solve the part-of-speech ambiguity problem in an unsupervised setting. Part-of-speech tagging is a crucial preliminary process in many natural language processing applications. Because many words in natural languages have more than one part-of-speech tag, resolving part-of-speech ambiguity is an important task. We claim that… (More)

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@inproceedings{Cirik2013AddressingAI, title={Addressing Ambiguity in Unsupervised Part-of-Speech Induction with Substitute Vectors}, author={Volkan Cirik}, booktitle={ACL}, year={2013} }