E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models

Ling-ge, Chunming Hu, Guanghui Ma, Junshuang Wu, Junfan Chen, Jihong Liu, Hong Zhang, Wenyi Qin, Richong Zhang. E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models. In Nicoletta Calzolari, Chu-Ren Huang, Hansaem Kim, James Pustejovsky, Leo Wanner, Key-Sun Choi, Pum-Mo Ryu, Hsin-Hsi Chen, Lucia Donatelli, Heng Ji, Sadao Kurohashi, Patrizia Paggio, Nianwen Xue, Seokhwan Kim, YoungGyun Hahm, Zhong He, Tony Kyungil Lee, Enrico Santus, Francis Bond, Seung-Hoon Na, editors, Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12-17, 2022. pages 1036-1050, International Committee on Computational Linguistics, 2022. [doi]

@inproceedings{GeHMWCLZQZ22,
  title = {E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models},
  author = {Ling-ge and Chunming Hu and Guanghui Ma and Junshuang Wu and Junfan Chen and Jihong Liu and Hong Zhang and Wenyi Qin and Richong Zhang},
  year = {2022},
  url = {https://aclanthology.org/2022.coling-1.87},
  researchr = {https://researchr.org/publication/GeHMWCLZQZ22},
  cites = {0},
  citedby = {0},
  pages = {1036-1050},
  booktitle = {Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12-17, 2022},
  editor = {Nicoletta Calzolari and Chu-Ren Huang and Hansaem Kim and James Pustejovsky and Leo Wanner and Key-Sun Choi and Pum-Mo Ryu and Hsin-Hsi Chen and Lucia Donatelli and Heng Ji and Sadao Kurohashi and Patrizia Paggio and Nianwen Xue and Seokhwan Kim and YoungGyun Hahm and Zhong He and Tony Kyungil Lee and Enrico Santus and Francis Bond and Seung-Hoon Na},
  publisher = {International Committee on Computational Linguistics},
}