KEPN

Code for our AAAI2020 paper, Integrating Linguistic Knowledge to Sentence Paraphrase Generation.

Requirements

• python==3.6
• tensorflow==1.12.0

Data Preprocessing

• STEP 1. vocab

python data_processing.py

• STEP 2. build paraphrase pairs

python prepro_dict.py
The file dict_synonym.txt is from "https://github.com/guotong1988/chinese_dictionary/blob/master/dict_synonym.txt"

• STEP 2. data

Our dataset (TCNP) is released here.

Train

python train.py

Refer to hparams.py for more details.

Test

python test.py --ckpt log/tcnp

Some codes are based on this repository.

Citation

If you find the code useful, please cite our paper.

@inproceedings{lin-2020-integrating,
    title = "Integrating Linguistic Knowledge to Sentence Paraphrase Generation",
    author = "Zibo Lin, Ziran Li, Ning Ding, Hai-Tao Zheng, Ying Shen, Wei Wang and Cong-Zhi Zhao. ",
    booktitle = "Proceedings of The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI)",
    year = "2020",
}