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CoreGen: Contextualized Code Representation Learning for Commit Message Generation [article]

Lun Yiu Nie, Cuiyun Gao, Zhicong Zhong, Wai Lam, Yang Liu, Zenglin Xu
2021 arXiv   pre-print
In this paper, we propose a novel Contextualized code representation learning strategy for commit message Generation (CoreGen).  ...  The learned representations of code commits built upon Transformer are then fine-tuned for downstream commit message generation.  ...  Approach In this section, we introduce our approach, Contextualized Code Representation Learning for Commit Message Generation (CoreGen), a two-stage framework for commit message generation.  ... 
arXiv:2007.06934v3 fatcat:646h7pmovjaj7cn4twwwryscqi