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Property Checking with Interpretable Error Characterization for Recurrent Neural Networks.

, , and . Mach. Learn. Knowl. Extr., 3 (1): 205-227 (2021)

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A Congruence-based Approach to Active Automata Learning from Neural Language Models., , , , and . ICGI, volume 217 of Proceedings of Machine Learning Research, page 250-264. PMLR, (2023)Property Checking with Interpretable Error Characterization for Recurrent Neural Networks., , and . Mach. Learn. Knowl. Extr., 3 (1): 205-227 (2021)Results of Neural-Checker Toolbox in Taysir 2023 Competition., , , , , , and . ICGI, volume 217 of Proceedings of Machine Learning Research, page 295-298. PMLR, (2023)TAXYS: A Tool for the Development and Verification of Real-Time Embedded Systems., , , , , , and . CAV, volume 2102 of Lecture Notes in Computer Science, page 391-395. Springer, (2001)On-the-fly Black-Box Probably Approximately Correct Checking of Recurrent Neural Networks., , and . CD-MAKE, volume 12279 of Lecture Notes in Computer Science, page 343-363. Springer, (2020)Analyzing constrained LLM through PDFA-learning., , , , , , and . CoRR, (2024)Formal specification and implementation of an automated pattern-based parallel-code generation framework., and . Int. J. Softw. Tools Technol. Transf., 21 (2): 183-202 (2019)A methodology for analyzing the dynamics of hybrid systems., and . ECC, page 3874-3878. IEEE, (2001)TAXYS=Esterel+Kronos. A tool for verifying real-time properties of embedded systems., , , , , , , and . CDC, page 2875-2880. IEEE, (2001)