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EliasCai / viewpoint-mining

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参考NER,基于BERT的电商评论观点挖掘和情感分析

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基于BERT的电商评论观点挖掘

基于pytorch和bert,参考NER的网络结构,第一个全连接的输出层输出属性/观点的起始位置(按照BEIS,共有8个类),第二个输出观点+属性的分类(合计有28个类)

运行环境

python3.6 + pytorch==1.0.1 + pytorch-pretrained-bert==0.6.2

运行命令

cd code; CUDA_VISIBLE_DEVICES=0 python train_v2.py

比赛链接

电商评论观点挖掘-天池大赛-阿里云天池

TODO

  1. 数据增强
  2. 多网络融合
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