Deepseek-R1 can usually distinguish intended behavior from buggy implementations when writing ACSL specs, and augmenting prompts with Frama-C tool outputs measurably changes the type and focus of generated annotations.
In: Formal Methods for Industrial Critical Systems: 18th International Workshop, FMICS 2013, Madrid, Spain, September 23-24, 2013
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Seeking Specifications: The Case for Neuro-Symbolic Specification Synthesis
Deepseek-R1 can usually distinguish intended behavior from buggy implementations when writing ACSL specs, and augmenting prompts with Frama-C tool outputs measurably changes the type and focus of generated annotations.