lpq29743 / Ram
Licence: mit
A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"
Stars: ✭ 63
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python
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RAM
A Tensorflow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis" (Peng Chen, EMNLP 2017)
Quick Start
- Create three empty folders: 'analysis' for saving analyzing results, 'logs' for saving experiment logs and 'models' for saving experiment models
- Download the 300-dimensional pre-trained word vectors from Glove and save it in the 'data' folder as 'data/glove.840B.300d.txt'
Source Code Tree
|--- data
| |--- restaurant
|--- main.py
|--- model.py
|--- utils.py
|--- README.md
Results
| Dataset | Accuracy |
|---|---|
| Laptop | 74.138 |
| Restaurant | 80.000 |
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