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Cross-Lingual Document Retrieval through Hub Languages
Published on 2013-01-113759 Views
We address the problem of learning similarities between documents written in different languages for language pairs where little or no direct supervision (in the form of a comparable or parallel corpu
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Presentation
Cross-Lingual Document Retrieval through Hub Languages00:00
Overview00:16
Motivation00:27
Hub language01:33
Language independent representation01:58
Step 1: dimensionality reduction05:32
Step 2: find strongly linearly related subspaces06:42
step 1 + step 208:12
Evaluation: Wikipedia09:41
Evaluation: Results10:10
Conclusions12:02