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Benchmarks
Machine Translation on WMT'15 German-English (test)
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32.1
BLEU
all features
16.292
20.396
24.5
28.604
Aug 17, 2015
Oct 5, 2015
Nov 24, 2015
Jan 12, 2016
Mar 2, 2016
Apr 20, 2016
Jun 9, 2016
BLEU
Perplexity
CHRF3
Updated 4d ago
Evaluation Results
Method
Method
Links
BLEU
Perplexity
CHRF3
all features
synthetic training dat...
2016.06
32.1
-
57.5
baseline
synthetic training dat...
2016.06
31.5
-
57
PBSMT
synthetic training dat...
2016.06
29.9
-
56.2
SBSMT
synthetic training dat...
2016.06
29.5
-
56
SOTA - phrase-based (Edinburgh)
Methodology=Phrase-based
2015.08
29.2
-
-
NMT + 5-gram rerank (MILA)
Post-processing=5-gram...
2015.08
27.6
-
-
Base (reverse) + global (dot) + drop + feed + unk
Source Reversal=true,...
2015.08
24.9
9.7
-
Base (reverse) + global (dot) + drop + feed
Source Reversal=true,...
2015.08
22.8
-
-
Base (reverse) + global (location) + feed
Source Reversal=true,...
2015.08
20.1
10.9
-
Base (reverse) + global (location)
Source Reversal=true,...
2015.08
19.1
12.7
-
Base (reverse)
Source Reversal=true
2015.08
16.9
14.3
-
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