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Benchmarks
Machine Translation on human-collected unfaithful translation Zh ⇒ En (test)
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16.6
BLEU
R-Drop tuning LORA
11.192
12.596
14
15.404
Jun 11, 2024
BLEU
COMET
Updated 4d ago
Evaluation Results
Method
Method
Links
BLEU
COMET
R-Drop tuning LORA
Setting=Supervised, Ad...
2024.06
16.6
77.1
Target-constrained tuning LoRA
Setting=Supervised, Ad...
2024.06
16.6
77
Scheduled Sampling tuning LoRA
Setting=Supervised, Ad...
2024.06
16.5
76.8
Target-constrained tuning
Setting=Supervised
2024.06
16.1
77
Vanilla Instruction Tuning
Setting=Supervised
2024.06
15.7
76.4
Vanilla Instruction tuning LoRA
Setting=Supervised, Ad...
2024.06
15.5
76.5
Vanilla Fewshot
Setting=Supervised
2024.06
14.2
76.5
Reweight Attention (RA)
Setting=Unsupervised
2024.06
12.5
75
Contrastive Decoding (CD)
Setting=Unsupervised
2024.06
12.1
74.6
Vanilla Zeroshot
Setting=Unsupervised
2024.06
11.4
74.3
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