/doc2graph

Code for the paper "Neural Concept Map Generation for Effective Document Classification with Interpretable Structured Summarization" SIGIR 2020

Primary LanguagePython

Implementation of doc2graph, SIGIR 2020.

Please cite the following work if you find the code useful.

@inproceedings{yang2020neural,
	Author = {Yang, Carl and Zhang, Jieyu and Wang, Haonan and Li, Bangzheng and Han, Jiawei},
	Booktitle = {SIGIR},
	Title = {Neural concept map generation for effective document classification with interpretable structured summarization},
	Year = {2020}
}

Contact: Jieyu Zhang (jieyuz2@illinois.edu), Carl Yang (yangji9181@gmail.com)

Prerequisites

  • Python3
  • Pytorch 1.4

Training

check out run.sh.