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    • Barzilay, Regina (2)
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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 2 of 2 1 Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: A Bayesian Non-Parametric Approach Barzilay, Regina; Naseem, Tahira; Snyder, Benjamin; Eisenstein, Jacob In: MIT web domain (2009) Abstract: We investigate the problem of unsupervised part-of-speech tagging when raw parallel data is available in a large number of languages. Patterns of ambiguity vary greatly across languages and therefore even unannotated multilingual data can serve as a learning signal. We propose a non-parametric Bayesian model that connects related tagging decisions across languages through the use of multilingual latent variables. Our experiments show that performance improves steadily as the number of languages increases. ; National Science Foundation (U.S.) (CAREER grant IIS-0448168) ; National Science Foundation (U.S.) (CAREER grant IIS- 0835445) URL: http://hdl.handle.net/1721.1/58926 BASE Hide details 2 Multilingual Part-of-Speech Tagging Two Unsupervised Approaches Naseem, Tahira; Snyder, Benjamin; Eisenstein, Jacob... In: JAIR (2009) BASE Show details

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