The use of machine translation tools for cross-lingual text-mining
author:
Blaž Fortuna,
Jozef Stefan Institute
Categories
Top: Computer Science: Text MiningTop: Computer Science: Machine Learning: Human Language Technology
Top: Computer Science: Machine Learning: Kernel Methods
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| 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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