Label Propagation for Fine-Grained Cross-Lingual Genre Classification

author: Philipp Petrenz, School of Informatics, University of Edinburgh
published: Jan. 11, 2013,   recorded: December 2012,   views: 3390
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Description

Cross-lingual methods can bring the benefits of genre classification to languages which lack genre-annotated training data. However, prior work in this field has been evaluated on coarse genres only. To predict fine-grained genres across languages, we propose a label propagation method, which combines separate sets of features. The results are promising, as the approach outperforms most baselines in our experiments.

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