compass-star / agpc

( ACL 2019 ) “Automatic Generation of Personalized Comment Based on User Profile“

Automatic Generation of Personalized Comment Based on User Profile

• This is the code for ACL 2019 SRW paper AGPC: Automatic Generation of Personalized Comment Based on User Profile

Requirements

• Python 3.5
• tensorflow 1.4

Preprocessing

python prep_data.py 

We provide the sample data in sample_data/sample_data.csv

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Training

python train_PCGN.py

All configurations and hyperparameters of the model are in configs/pcgn_config.yaml

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Inference and Evaluation

python infer_PCGN.py

Citing this work

Please kindly cite our paper if this paper or the code are helpful.

@article{zeng2019automatic,
  title={Automatic Generation of Personalized Comment Based on User Profile},
  author={Zeng, Wenhuan and Abuduweili, Abulikemu and Li, Lei and Yang, Pengcheng},
  journal={ACL 2019},
  pages={229},
  year={2019}
}