This github repository contains more details of the following two publications:

[1] Kun Qian, Poornima Chozhiyath Raman, Lucian Popa, Yunyao Li, Learning Structured Representations of Entity Names using Active Learning and Weak Supervision (EMNLP 2020, to appear)

@article{qian2020emnlppartner,
  title={Learing Structured Representations of Entity Names using Active Learning and Weak Supervision},
  author={Qian, Kun and Chozhiyath Raman, Poornima and Popa, Lucian and Li, Yunyao},
  journal={EMNLP},
  year={2020},
  pages={??-??}
}

[2] Kun Qian, Poornima Chozhiyath Raman, Lucian Popa, Yunyao Li, PARTNER: Human-in-the-loop Entity Name Understanding with Deep Learning (AAAI 2020, demo track)

@inproceedings{qian2020partner,
title={PARTNER: Human-in-the-Loop Entity Name Understanding with Deep Learning.},
author={Qian, Kun and Raman, Poornima Chozhiyath and Li, Yunyao and Popa, Lucian},
booktitle={AAAI},
pages={13634--13635},
year={2020}
}

Supplementary materials can be found here

We are going through an internal open source procedure, the datasets and code will be made publicly available as soon as it is approved.