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Code2Inv: A Deep Learning Framework for Program Verification

We propose a general end-to-end deep learning framework Code2Inv, which takes a verification task and a proof checker as input, and automatically learns a valid proof for the verification task by interacting with the given checker. Code2Inv is parameterized with an embedding module and a grammar: th...

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Detalles Bibliográficos
Autores principales: Si, Xujie, Naik, Aaditya, Dai, Hanjun, Naik, Mayur, Song, Le
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7363181/
http://dx.doi.org/10.1007/978-3-030-53291-8_9