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Cross-Lingual Document Retrieval through Hub Languages
Published on Jan 11, 20133752 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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Chapter list
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