Towards Interpreting Recurrent Neural Networks through Probabilistic Abstraction

Guoliang Dong, Jingyi Wang, Jun Sun, Yang Zhang, Xinyu Wang 0001, Ting Dai, Jin Song Dong, Xingen Wang. Towards Interpreting Recurrent Neural Networks through Probabilistic Abstraction. In 35th IEEE/ACM International Conference on Automated Software Engineering, ASE 2020, Melbourne, Australia, September 21-25, 2020. pages 499-510, IEEE, 2020. [doi]

@inproceedings{DongWSZWDDW20,
  title = {Towards Interpreting Recurrent Neural Networks through Probabilistic Abstraction},
  author = {Guoliang Dong and Jingyi Wang and Jun Sun and Yang Zhang and Xinyu Wang 0001 and Ting Dai and Jin Song Dong and Xingen Wang},
  year = {2020},
  url = {https://ieeexplore.ieee.org/document/9286076},
  researchr = {https://researchr.org/publication/DongWSZWDDW20},
  cites = {0},
  citedby = {0},
  pages = {499-510},
  booktitle = {35th IEEE/ACM International Conference on Automated Software Engineering, ASE 2020, Melbourne, Australia, September 21-25, 2020},
  publisher = {IEEE},
  isbn = {978-1-4503-6768-4},
}