Extracting Weighted Finite Automata from Recurrent Neural Networks for Natural Languages

Author:

Wei Zeming,Zhang Xiyue,Sun Meng

Publisher

Springer International Publishing

Reference29 articles.

1. Abdel-Hamid, O., Mohamed, A.R., Jiang, H., Deng, L., Penn, G., Yu, D.: Convolutional neural networks for speech recognition. IEEE/ACM Trans. Audio Speech Lang. Process. 22(10), 1533–1545 (2014)

2. Angluin, D.: Learning regular sets from queries and counterexamples. Inf. Comput. 75(2), 87–106 (1987)

3. Baier, C., Katoen, J.P.: Principles of Model Checking. MIT press (2008)

4. Cechin, A.L., Regina, D., Simon, P., Stertz, K.: State automata extraction from recurrent neural nets using k-means and fuzzy clustering. In: 23rd International Conference of the Chilean Computer Science Society, 2003. SCCC 2003. Proceedings, pp. 73–78. IEEE (2003)

5. Che, Z., Purushotham, S., Cho, K., Sontag, D., Liu, Y.: Recurrent neural networks for multivariate time series with missing values. Sci. Rep. 8(1), 1–12 (2018)

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