Large Scale Multilingual and Multimodal Integration

author: Jan Rupnik, Jožef Stefan Institute

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*Slides*
0:00	Large scale multilingual and multimodal integration
0:01	Project overview
1:57	Document representation
2:31	Document Similarity
2:39	Canonical Correlation Analysis
3:16	Solving CCA
3:18	Visualization of CCA - 1
3:46	Visualization of CCA - 2
3:57	Visualization of CCA - 3
4:03	Visualization of CCA - 4
4:09	Scaling to more than 2 views
4:43	Dual, regularisation
5:23	Solving multi-view CCA - 1
5:26	Dual, regularisation
5:31	Solving multi-view CCA - 1
6:08	Solving multi-view CCA - 2
6:44	More than one dimension
7:35	Complexity of multi-view CCA
8:20	Output example from two-view CCA
8:49	Multlingual search
9:27	Example
9:54	Experiments - 1
11:23	Experiments - 2
12:02	Experiments - 3
12:19	Experiments - Mate retrieval
12:55	Experiments - pseudo query mate retrieval (10 words)
13:08	Experiments - pseudo query mate retrieval (5 words)
13:26	Thanks

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