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

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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.

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

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