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COLING
2010

150views Computational Linguistics» more COLING 2010»

Discriminative Induction of Sub-Tree Alignment using Limited Labeled Data

12 years 11 months ago

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We employ Maximum Entropy model to conduct sub-tree alignment between bilingual phrasal structure trees. Various lexical and structural knowledge is explored to measure the syntac...

Jun Sun, Min Zhang, Chew Lim Tan

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ICML
2005
IEEE

143views Machine Learning» more ICML 2005»

Harmonic mixtures: combining mixture models and graph-based methods for inductive and scalable semi-supervised learning

14 years 5 months ago

Download www.cs.cmu.edu

Graph-based methods for semi-supervised learning have recently been shown to be promising for combining labeled and unlabeled data in classification problems. However, inference f...

Xiaojin Zhu, John D. Lafferty

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