模型:
moussaKam/frugalscore_tiny_bert-base_bert-score
FrugalScore是一种学习固定、低成本版本的昂贵自然语言生成(NLG)指标的方法,同时保留其大部分原始性能
论文: https://arxiv.org/abs/2110.08559?context=cs
项目github: https://github.com/moussaKam/FrugalScore
论文中呈现的预训练检查点:
| FrugalScore | Student | Teacher | Method |
|---|---|---|---|
| 1232321 | BERT-tiny | BERT-Base | BERTScore |
| 1233321 | BERT-small | BERT-Base | BERTScore |
| 1234321 | BERT-medium | BERT-Base | BERTScore |
| 1235321 | BERT-tiny | RoBERTa-Large | BERTScore |
| 1236321 | BERT-small | RoBERTa-Large | BERTScore |
| 1237321 | BERT-medium | RoBERTa-Large | BERTScore |
| 1238321 | BERT-tiny | DeBERTa-XLarge | BERTScore |
| 1239321 | BERT-small | DeBERTa-XLarge | BERTScore |
| 12310321 | BERT-medium | DeBERTa-XLarge | BERTScore |
| 12311321 | BERT-tiny | BERT-Base | MoverScore |
| 12312321 | BERT-small | BERT-Base | MoverScore |
| 12313321 | BERT-medium | BERT-Base | MoverScore |