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用Pytorch对NLP方向做代码实战,基本全部都加了注释,并且修改了错误

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Pytorch-NLP

用Pytorch对NLP方向做代码实战,基本全部都加了注释,并且修改了错误

Env

pip freeze > requirement.txt
conda create -n myNLPs python=3.11
conda activate myNLPs
pip install -r requirement.txt --proxy=127.0.0.1:10809

Aspects

00-Word2Vec 字&词向量

01-TextCNN 文本分类

02-Bert 文本分类

03-Bert+TextCNN 文本分类

04-Word2Vec+TextCNN 文本分类

05-命名实体标注方法

06-NLP 序列标注的评估方法

07-Bert 实体识别

08-LSTM 实体识别

09-Bi-LSTM 实体识别

10-Bi-LSTM+CRF 实体识别

11-Bi-LSTM+Attention关系识别

12-Bert 关系识别

13-Bert+CRF 三元组识别

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用Pytorch对NLP方向做代码实战,基本全部都加了注释,并且修改了错误

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