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Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples.

, , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 5244-5253. PMLR, (2018)

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Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples., , and . CoRR, (2017)Learning Deterministic Weighted Automata with Queries and Counterexamples., , and . NeurIPS, page 8558-8569. (2019)Extracting automata from recurrent neural networks using queries and counterexamples (extended version)., , and . Mach. Learn., 113 (5): 2877-2919 (May 2024)Discovering Knowledge-Critical Subnetworks in Pretrained Language Models., , , , and . CoRR, (2023)Synthesizing Context-free Grammars from Recurrent Neural Networks (Extended Version)., and . CoRR, (2021)On the Practical Computational Power of Finite Precision RNNs for Language Recognition., , and . ACL (2), page 740-745. Association for Computational Linguistics, (2018)Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples., , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 5244-5253. PMLR, (2018)Thinking Like Transformers., , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 11080-11090. PMLR, (2021)A Formal Hierarchy of RNN Architectures., , , , , and . ACL, page 443-459. Association for Computational Linguistics, (2020)Synthesizing Context-free Grammars from Recurrent Neural Networks., and . TACAS (1), volume 12651 of Lecture Notes in Computer Science, page 351-369. Springer, (2021)