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Podrobná bibliografie
Hlavní autoři: Wang, Yonghao, Yin, Yang, Lyu, Hongqin, Zhou, Jiaxin, Chao, Zhiteng, Shi, Mingyu, Ding, Wenchao, Du, Yunlin, Ye, Jing, Wang, Tiancheng, Li, Huawei
Médium: Preprint
Vydáno: 2026
Témata:
On-line přístup:https://arxiv.org/abs/2604.06607
Tagy: Přidat tag
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Obsah:
  • LLMs can generate SystemVerilog assertions (SVAs) from natural language specs, but single-pass outputs often lack functional coverage due to limited IC design understanding. We propose CoverAssert, an iterative framework that clusters semantic and AST-based structural features of assertions, maps them to specifications, and uses functional coverage feedback to guide LLMs in prioritizing uncovered points. Experiments on four open-source designs show that integrating CoverAssert with AssertLLM and Spec2Assertion improves average improvements of 9.57 % in branch coverage, 9.64 % in statement coverage, and 15.69 % in toggle coverage.