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Intelligent Code Completion with Bayesian Networks

Sebastian Proksch,Johannes Lerch,M. Mezini

2015 · DOI: 10.1145/2744200
ACM Transactions on Software Engineering and Methodology · 89 件の引用

TLDR

This work compares the new approach, Pattern-based Bayesian Networks (PBN), to the existing BMN algorithm, and shows that PBN can obtain comparable prediction quality to BMN, while model size and inference speed scale better with large input sizes.