Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging?

Xiang Zhou, Shiyue Zhang, Mohit Bansal

Previous Part-Of-Speech (POS) induction models usually assume certain independence assumptions (e.g., Markov, unidirectional, local dependency) that do not hold in real languages.…