AspectSentimentZoo

项目介绍

面向评价对象的情感分类模型，Keras-TensorFlow

软件架构

|-- sentiment_models
    |-- atae.py  # atae
|-- main.py           # 模型训练和测试

Referenced Paper

1.Aspect Based Sentiment Analysis with Gated Convolutional Networks - ACL2018 2.Attention-based LSTM for Aspect-level Sentiment Classification - EMNLP 2016 3.Aspect Level Sentiment Classification with Deep Memory Network - ACL 2016
4.Connecting Targets to Tweets: Semantic Attention-based Model for Target-specific Stance Detection 5.Stance Classification with Target Specific Neural Attention Networks -IJCAI2017

使用说明

2. python main.py --mode train 训练NN模型
3. python main.py --mode test 测试集预测输出

TODO

• 整理代码