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Location is key: Leveraging llm for functional bug localization in verilog design,

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cs.AR 1

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2026 1

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Automated SVA Generation with LLMs

cs.AR · 2026-04-13 · unverdicted · novelty 5.0

SVA Generator improves semantic correctness of LLM-generated SystemVerilog Assertions by 22.7 percentage points on average for deeper properties using AST-grounded constraint injection and depth-stratified formal equivalence checking.

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  • Automated SVA Generation with LLMs cs.AR · 2026-04-13 · unverdicted · none · ref 9

    SVA Generator improves semantic correctness of LLM-generated SystemVerilog Assertions by 22.7 percentage points on average for deeper properties using AST-grounded constraint injection and depth-stratified formal equivalence checking.