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There’s a few papers in this space but it’s still early days, both using Formal Verification to test outputs of LLMs and using LLMs in formal verification itsel
by TypingOutBugs 2y ago
There’s a few papers in this space but it’s still early days, both using Formal Verification to test outputs of LLMs and using LLMs in formal verification itself
Examples of both:
https://sumitkumarjha.com/papers/2023_ICAA_LLM_Dehallucinating_Jha.pdf https://sumitkumarjha.com/papers/2023_ICAA_LLM_Dehallucinati...
https://mathai2023.github.io/papers/28.pdf https://mathai2023.github.io/papers/28.pdf