semi-supervised method

41

EMNLP
2009

121views Natural Language Processing» more EMNLP 2009»

Semi-supervised Speech Act Recognition in Emails and Forums

14 years 2 days ago

In this paper, we present a semi-supervised method for automatic speech act recognition in email and forums. The major challenge of this task is due to lack of labeled data in the...

Minwoo Jeong, Chin-Yew Lin, Gary Geunbae Lee

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48

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SDM
2010
SIAM

259views Data Mining» more SDM 2010»

Semi-supervised Bio-named Entity Recognition with Word-Codebook Learning

14 years 3 months ago

Download paul.rutgers.edu

We describe a novel semi-supervised method called WordCodebook Learning (WCL), and apply it to the task of bionamed entity recognition (bioNER). Typical bioNER systems can be seen...

Pavel P. Kuksa, Yanjun Qi

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46

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IJCNN
2006
IEEE

132views Neural Networks» more IJCNN 2006»

Semi-Supervised Model Selection Based on Cross-Validation

14 years 8 months ago

Download eprints.pascal-network.org

We propose a new semi-supervised model selection method that is derived by applying the structural risk minimization principle to a recent semi-supervised generalization error bou...

Matti Kaariainen

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