Open access
Aug 2025
SynthCoder: Anti-pattern identification and model training for FIM mode code completion
This work introduces SynthCoder, which adopts optimized masking strategies better aligned with developer’s expectation in FIM, and first refine AST-level node masking and add heuristics that better mimic developers’ expectation to construct the training corpora.
Dong-Jun Yu, Xiao Yan, Zhen-Rui Li et al.
· Empirical Software Engineeri... · 1 citation