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cs.SE2025
Towards More Trustworthy Deep Code Models by Enabling Out-of-Distribution Detection
Yanfu Yan, Viet Duong, Huajie Shao +1
Numerous machine learning (ML) models have been developed, including those for software engineering (SE) tasks, under the assumption that training and testing data come from the sa…
cs.CL2025
UniGenCoder: Merging Seq2Seq and Seq2Tree Paradigms for Unified Code Generation
Liangying Shao, Yanfu Yan, Denys Poshyvanyk +1
Deep learning-based code generation has completely transformed the way developers write programs today. Existing approaches to code generation have focused either on the Sequence-t…