.. | ||
__init__.py | ||
batch.py | ||
const.py | ||
LICENSE | ||
main.py | ||
README.md | ||
run.py |
Simple Model for Sentence Compression
3-layered BILSTM model for sentence compression, referred as Baseline in Klerke et al., NAACL 2016.
Requirements
Framework
- python (<= 3.6)
- pytorch (<= 0.3.0)
Packages
- torchtext
How to run
./getdata
python main.py
To run the scripts with gpu, use this command python main.py --gpu-id ID
, which ID is the integer from 0 to the number of gpus what you have.
Reference
@InProceedings{klerke-goldberg-sogaard:2016:N16-1,
author = {Klerke, Sigrid and Goldberg, Yoav and S{\o}gaard, Anders},
title = {Improving sentence compression by learning to predict gaze},
booktitle = {Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
month = {June},
year = {2016},
address = {San Diego, California},
publisher = {Association for Computational Linguistics},
pages = {1528--1533},
url = {http://www.aclweb.org/anthology/N16-1179}
}