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Benchmarks
Machine Translation on human-collected unfaithful translation En ⇒ Zh (test)
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19.1
BLEU
Target-constrained tuning LoRA
3.1984
7.3267
11.455
15.5833
Jun 11, 2024
BLEU
COMET
Updated 4d ago
Evaluation Results
Method
Method
Links
BLEU
COMET
Target-constrained tuning LoRA
Setting=Supervised, Ad...
2024.06
19.1
76.5
R-Drop tuning LORA
Setting=Supervised, Ad...
2024.06
18.7
76.5
Vanilla Instruction tuning LoRA
Setting=Supervised, Ad...
2024.06
18.6
76.2
Scheduled Sampling tuning LoRA
Setting=Supervised, Ad...
2024.06
18.6
76.1
Target-constrained tuning
Setting=Supervised
2024.06
17.9
75.2
Vanilla Instruction Tuning
Setting=Supervised
2024.06
17.5
74.8
Vanilla Fewshot
Setting=Supervised
2024.06
16.2
73.1
Reweight Attention (RA)
Setting=Unsupervised
2024.06
6.14
57
Contrastive Decoding (CD)
Setting=Unsupervised
2024.06
4.81
53.7
Vanilla Zeroshot
Setting=Unsupervised
2024.06
3.81
42.8
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