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Name: Zinong Yang
Type: User
Company: NJUST (Nanjing University of Science and Technology)
Location: Nanjing, China
Name: Zinong Yang
Type: User
Company: NJUST (Nanjing University of Science and Technology)
Location: Nanjing, China
The code of COLING2020 paper "Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network".
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。
中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
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