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Benchmarks
Machine Translation on English-Romanian 2016 (test)
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38.5
BLEU
SOTA (Supervised)
13.124
19.712
26.3
32.888
Jun 9, 2016
Feb 5, 2017
Oct 5, 2017
Jun 3, 2018
Jan 31, 2019
Sep 29, 2019
May 28, 2020
BLEU
CHRF3
Updated 4d ago
Evaluation Results
Method
Method
Links
BLEU
CHRF3
SOTA (Supervised)
Training=Supervised
2020.05
38.5
-
MASS
Training=Unsupervised
2020.05
35.2
-
mBART
Training=Unsupervised
2020.05
35
-
XLM
Training=Unsupervised
2020.05
33.3
-
Linguistic Input Features
synthetic_data=true
2016.06
29.2
56.6
Peter et al.
2016.06
28.9
57.1
Baseline NMT
synthetic_data=true
2016.06
28.2
56.1
Linguistic Input Features
synthetic_data=false
2016.06
24.8
53.5
Baseline NMT
synthetic_data=false
2016.06
23.8
52.5
GPT-3
Few-shot learning=Few-...
2020.05
21
-
GPT-3
Few-shot learning=One-...
2020.05
20.6
-
GPT-3
Few-shot learning=Zero...
2020.05
14.1
-
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