Unsupervised multilingual grammar induction

We investigate the task of unsupervised constituency parsing from bilingual parallel corpora. Our goal is to use bilingual cues to learn improved parsing models for each language and to evaluate these models on held-out monolingual test data. We formulate a generative Bayesian model which seeks to e...

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Bibliographic Details
Main Authors: Snyder, Benjamin, Naseem, Tahira, Barzilay, Regina
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Association for Computational Linguistics 2010
Subjects:
Online Access:http://hdl.handle.net/1721.1/59314
https://orcid.org/0000-0002-2921-8201