cloudyskyy / Guwen-UNILMLinks
本仓库是基于bert4keras实现的古文-现代文翻译模型。具体使用了基于掩码自注意力机制的UNILM(Li al., 2019)预训练模型作为翻译系统的backbone。我们首先使用了普通的中文(现代文)BERT、Roberta权重作为UNILM的初始权重以训练UNILM模型(具体在文中分别为B-UNILM以及R-UNILM)。为了更好的使UNILM模型适应古文的特性,我们尝试使用了在古文预训练模型Guwen-BERT,作为UNILM的初始权重,并且获得了最优的效果。
☆49Updated 3 years ago
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