FIELD NOTES TOPIC
semantic fault localization
2 notes, newest first.
Automated Semantic Fault Localization in SysML v2: A Human-in-the-Loop Framework Using Knowledge-Graph Augmented LLMs
This research presents a human-in-the-loop framework to identify and repair semantic errors in SysML v2, a systems modeling language. The framework combines a fine-tuned language model with a domain knowledge graph and…
Automated Semantic Fault Localization in SysML v2: A Human-in-the-Loop Framework Using Knowledge-Graph Augmented LLMs
The paper presents a framework for automatically identifying and repairing semantic mistakes in SysML v2 models, which are errors that preserve syntactic validity but violate domain rules. The framework combines a…
