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dc.contributor.authorSnyder, Benjamin
dc.contributor.authorBarzilay, Regina
dc.date.accessioned2011-03-15T13:23:56Z
dc.date.available2011-03-15T13:23:56Z
dc.date.issued2010-06
dc.date.submitted2010-06
dc.identifier.isbn978-1-60558-907-7
dc.identifier.urihttp://hdl.handle.net/1721.1/61698
dc.description.abstractFor 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.isoen_US
dc.publisherOmnipressen_US
dc.relation.isversionofhttp://www.icml2010.org/papers/905.pdfen_US
dc.rightsArticle 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.sourceMIT web domainen_US
dc.titleClimbing the tower of babel: Unsupervised multilingual learningen_US
dc.typeArticleen_US
dc.identifier.citationSnyder, 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.departmentMassachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratoryen_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Electrical Engineering and Computer Scienceen_US
dc.contributor.approverBarzilay, Regina
dc.contributor.mitauthorSnyder, Benjamin
dc.contributor.mitauthorBarzilay, Regina
dc.relation.journalProceedings of the 27th International Conference on Machine Learning (ICML-10)en_US
dc.eprint.versionAuthor's final manuscripten_US
dc.type.urihttp://purl.org/eprint/type/ConferencePaperen_US
dspace.orderedauthorsSnyder, Benjamin; Barzilay, Regina
dc.identifier.orcidhttps://orcid.org/0000-0002-2921-8201
mit.licensePUBLISHER_POLICYen_US
mit.metadata.statusComplete


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