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Benchmarks
Machine Translation on human-collected unfaithful translation De => En (test)
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30.8
BLEU
Target-constrained tuning LoRA
22.896
24.948
27
29.052
Jun 11, 2024
BLEU
COMET
Updated 4d ago
Evaluation Results
Method
Method
Links
BLEU
COMET
Target-constrained tuning LoRA
Setting=Supervised, Ba...
2024.06
30.8
83.2
Scheduled Sampling tuning LoRA
Setting=Supervised, Ba...
2024.06
30.5
83.1
R-Drop tuning LORA
Setting=Supervised, Ba...
2024.06
30.3
83.1
Target-constrained tuning
Setting=Supervised, Ba...
2024.06
29.6
83
Vanilla Instruction tuning LoRA
Setting=Supervised, Ba...
2024.06
29.1
82.9
Vanilla Instruction Tuning
Setting=Supervised, Ba...
2024.06
27.3
82.2
Vanilla Fewshot
Setting=Supervised, Ba...
2024.06
27.1
81.7
Reweight Attention (RA)
Setting=Unsupervised,...
2024.06
24.5
79
Contrastive Decoding (CD)
Setting=Unsupervised,...
2024.06
24.2
78.7
Vanilla Zeroshot
Setting=Unsupervised,...
2024.06
23.2
77.8
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