模型:

moussaKam/frugalscore_tiny_bert-base_bert-score

英文

FrugalScore

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