ATN is the proposed model in 《Attention Transfer Network for Aspect-level Sentiment Classification》, which is accepted by Coling'2020.

• python=3.5
• numpy=1.14.2
• tensorflow=1.9

• train(for example, you can use the folowing command to pre-train DSC model)

python pre_train.py

• eval (at inference time, you can get attention scores)

python pre_train_eval.py

• Attention Guide

sh run_atn_guide.sh

• Attention Fusion

sh run_atn_fusion.sh

@article{zhao2020attention,
  title={Attention Transfer Network for Aspect-level Sentiment Classification},
  author={Zhao, Fei and Wu, Zhen and Dai, Xinyu},
  journal={arXiv preprint arXiv:2010.12156},
  year={2020}
}

if you have any questions, please contact me [email protected].