Synthesizing Context-free Grammars from Recurrent Neural Networks

Daniel M. Yellin, Gail Weiss. Synthesizing Context-free Grammars from Recurrent Neural Networks. In Jan Friso Groote, Kim Guldstrand Larsen, editors, Tools and Algorithms for the Construction and Analysis of Systems - 27th International Conference, TACAS 2021, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2021, Luxembourg City, Luxembourg, March 27 - April 1, 2021, Proceedings, Part I. Volume 12651 of Lecture Notes in Computer Science, pages 351-369, Springer, 2021. [doi]

@inproceedings{YellinW21,
  title = {Synthesizing Context-free Grammars from Recurrent Neural Networks},
  author = {Daniel M. Yellin and Gail Weiss},
  year = {2021},
  doi = {10.1007/978-3-030-72016-2_19},
  url = {https://doi.org/10.1007/978-3-030-72016-2_19},
  researchr = {https://researchr.org/publication/YellinW21},
  cites = {0},
  citedby = {0},
  pages = {351-369},
  booktitle = {Tools and Algorithms for the Construction and Analysis of Systems - 27th International Conference, TACAS 2021, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2021, Luxembourg City, Luxembourg, March 27 - April 1, 2021, Proceedings, Part I},
  editor = {Jan Friso Groote and Kim Guldstrand Larsen},
  volume = {12651},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-72016-2},
}