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Oct 2026
Exact-IaC: Execution-Driven Exact Knowledge Injection for Reliable IaC Synthesis
Huai-Zhi Ge, Min-Xue Pan
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Automated Classification, Root Cause Analysis, and Repair Recommendations for Failed Mobile Testing by Specialized LLM
AnaDroid is proposed, a novel LLM training framework specifically tailored for analyzing failed mobile tests that first leverages bidirectional pre-training to instill the domain-specific knowledge and reasoning capabilities required for failed test analysis into the model and employs preference optimization to enhance...
Chun Li, Fei Wang, Min-Xue Pan et al.
· Proceedings of the ACM on So... · 0 citations