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Structured learning with constrained conditional models

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Publication:1945119
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DOI10.1007/s10994-012-5296-5zbMath1260.68322OpenAlexW2119295783MaRDI QIDQ1945119

Lev Ratinov, Dan Roth, Ming-Wei Chang

Publication date: 2 April 2013

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-012-5296-5


zbMATH Keywords

natural language processingsemi-supervised learninginformation extraction


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Natural language processing (68T50)


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Reliable social sensing with physical constraints: analytic bounds and performance evaluation ⋮ Auction optimization using regression trees and linear models as integer programs



Cites Work

  • Text classification from labeled and unlabeled documents using EM
  • Markov logic networks
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