dc.contributor.author | Snyder, Benjamin | |
dc.contributor.author | Barzilay, Regina | |
dc.date.accessioned | 2011-03-15T13:23:56Z | |
dc.date.available | 2011-03-15T13:23:56Z | |
dc.date.issued | 2010-06 | |
dc.date.submitted | 2010-06 | |
dc.identifier.isbn | 978-1-60558-907-7 | |
dc.identifier.uri | http://hdl.handle.net/1721.1/61698 | |
dc.description.abstract | For centuries, scholars have explored the deep
links among human languages. In this paper,
we present a class of probabilistic models
that use these links as a form of naturally
occurring supervision. These models allow
us to substantially improve performance for
core text processing tasks, such as morphological
segmentation, part-of-speech tagging,
and syntactic parsing. Besides these traditional
NLP tasks, we also present a multilingual
model for the computational decipherment
of lost languages. | en_US |
dc.language.iso | en_US | |
dc.publisher | Omnipress | en_US |
dc.relation.isversionof | http://www.icml2010.org/papers/905.pdf | en_US |
dc.rights | Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. | en_US |
dc.source | MIT web domain | en_US |
dc.title | Climbing the tower of babel: Unsupervised multilingual learning | en_US |
dc.type | Article | en_US |
dc.identifier.citation | Snyder, Benjamin, and Regina Barzilay. “Climbing the Tower of Babel: Unsupervised Multilingual Learning.” Proceedings of the 27th International Conference on Machine Learning (ICML-10). Haifa, Israel:29-36. | en_US |
dc.contributor.department | Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory | en_US |
dc.contributor.department | Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science | en_US |
dc.contributor.approver | Barzilay, Regina | |
dc.contributor.mitauthor | Snyder, Benjamin | |
dc.contributor.mitauthor | Barzilay, Regina | |
dc.relation.journal | Proceedings of the 27th International Conference on Machine Learning (ICML-10) | en_US |
dc.eprint.version | Author's final manuscript | en_US |
dc.type.uri | http://purl.org/eprint/type/ConferencePaper | en_US |
dspace.orderedauthors | Snyder, Benjamin; Barzilay, Regina | |
dc.identifier.orcid | https://orcid.org/0000-0002-2921-8201 | |
mit.license | PUBLISHER_POLICY | en_US |
mit.metadata.status | Complete | |