Attention-based Neural Network Classification Models. Implemented by tensorflow.
Requires Python3 (Tested on Python3.6) and Tensorflow (tested on 1.3)
Pip install: pip3 install -r requirements.txt
Duyu Tang, Bing Qin, Xiaocheng Feng, Ting Liu
Proceeding of the 26th International Conference on Computational Linguistics (COLING 2016, full paper)
[https://arxiv.org/abs/1512.01100]
Yequan Wang, Minlie Huang, Li Zhao, Xiaoyan Zhu
Conference on Empirical Methods in Natural Language Processing (EMNLP 2016, full paper)
[http://www.aclweb.org/anthology/D/D16/D16-1058.pdf]
Duyu Tang, Bing Qin, Ting Liu
Conference on Empirical Methods in Natural Language Processing (EMNLP 2016, full paper)
[http://arxiv.org/abs/1605.08900]
.
├── README.md
├── show
├── data
│ ├── restaurant
│ └── twitter
├── lstm.py
├── tc_lstm.py Paper 1
├── td_lstm.py Paper 1
├── at_lstm.py Paper 2
├── utils.py