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International Conference on Machine Learning 2005 - Bonn

The use of machine translation tools for cross-lingual text-mining

author:Blaž Fortuna, Department of Knowledge Technologies, Jožef Stefan Institute
published: April 12, 2007, recorded: August 2005, views: 86

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Top » Computer Science » Machine Learning » Kernel Methods
Top » Computer Science » Machine Learning » Human Language Technology
Top » Computer Science » Text Mining

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Slides

Slides
0:02	The use of machine translation tools for cross-lingual text-mining
0:35	Outline
1:00	Cross-lingual text mining
2:00	KCCA (Kernel Canonical Correlation Analysis)
3:19	Paired training set and machine translation
4:39	Experiments
5:38	Experiment #1 – Information retrieval
7:44	Results
9:29	Experiment #2 – Classification
10:53	Results
13:17	Conclusions
14:11	Questions?

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