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Benchmarks
Cross-lingual Document Classification on Reuters de -> en
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76.9
Accuracy
BICVM+
45.596
53.723
61.85
69.977
Dec 20, 2013
Feb 6, 2014
Mar 27, 2014
May 15, 2014
Jul 3, 2014
Aug 21, 2014
Oct 9, 2014
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
BICVM+
Number of labeled exam...
2013.12
76.9
BilBOWA
Training Time (min)=6,...
2014.10
75
Bilingual Auto-encoders (BAEs)
Training Time (min)=4,...
2014.10
72.8
BICVM
Number of labeled exam...
2013.12
71.4
BiCVM
Training Time (min)=15...
2014.10
71.4
I-Matrix
Number of labeled exam...
2013.12
71.1
Klementiev et al.
Training Time (min)=14...
2014.10
71.1
Glossed
Number of labeled exam...
2013.12
68.6
Glossed Baseline
Embedding Dimension=40
2014.10
68.6
MT
Number of labeled exam...
2013.12
67.4
MT Baseline
Embedding Dimension=40
2014.10
67.4
Majority Class
Number of labeled exam...
2013.12
46.8
Majority Baseline
Embedding Dimension=40
2014.10
46.8
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