Unveiling Project-Specific Bias in Neural Code Models

Deep learning has introduced significant improvements in many software analysis tasks. Although the Large Language Models (LLMs) based neural code models demonstrate commendable performance when trained and tested within the intra-project independent and identically distributed (IID) setting, they o...

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Veröffentlicht in:	arXiv.org 2024-03
Hauptverfasser:	Li, Zhiming, Li, Yanzhou, Li, Tianlin, Du, Mengnan, Wu, Bozhi, Cao, Yushi, Jiang, Junzhe, Liu, Yang
Format:	Artikel
Sprache:	eng
Schlagworte:	Bias Regularization Statistical analysis Statistical methods
Online-Zugang:	Volltext
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