How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking

Nicola De Cao, Michael Sejr Schlichtkrull, Wilker Aziz, Ivan Titov. How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking. In Bonnie Webber, Trevor Cohn, Yulan He, Yang Liu, editors, Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020. pages 3243-3255, Association for Computational Linguistics, 2020. [doi]

@inproceedings{CaoSAT20,
  title = {How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking},
  author = {Nicola De Cao and Michael Sejr Schlichtkrull and Wilker Aziz and Ivan Titov},
  year = {2020},
  url = {https://www.aclweb.org/anthology/2020.emnlp-main.262/},
  researchr = {https://researchr.org/publication/CaoSAT20},
  cites = {0},
  citedby = {0},
  pages = {3243-3255},
  booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020},
  editor = {Bonnie Webber and Trevor Cohn and Yulan He and Yang Liu},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-952148-60-6},
}