Writing-editing Network: Paper Abstract Writing through Editing Mechanism

Paper Abstract Writing through Editing Mechanism

Accpeted by ACL 2018

Table of Contents

• Requirements
• Quickstart
• Citation

Requirements

Environment:

• Pytorch 0.4
• Python 3.6

Data:

• ACL_titles_abstracts_dataset

Quickstart

Preprocessing:

Put the acl_titles_and_abstracts.txt under the Writing-editing network folder. Randomly split the data into train, dev and test by runing split_data.py.

Training

Hyperparameter can be adjust in the Config class of main.py.

python main.py --cuda --mode 0

Validation

Compute score:

python main.py --cuda --mode 3

Predict sentence:

python main.py --cuda --mode 1

Citation

@InProceedings{Writ_edit,
  author ="Wang, Qingyun
            and Zhou, Zhihao
            and Huang, Lifu
            and Whitehead, Spencer
            and Zhang, Boliang
            and Ji, Heng
            and Knight, Kevin",
  title = 	"Paper Abstract Writing through Editing Mechanism",
  booktitle = 	"Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics",
  year = 	"2018"
}