… -specific OOV tokens, CoreGen’s superior performance further supports our claim that
exploiting the code contextual information can achieve a more accurate modeling of the …

… commit messages, we need to consider the changed code and the part of the code that has
a semantic relationship with it. This paper proposes a context-based representation for code …

… message generation did … message generation in the future. As shown in Figure 1, a commit
mentioned in this work refers to the pair of a code diff and its corresponding commit message. …

… code changes becomes an important task. We refer to this task as commit message generation
in … is also known as the context vector, as the representation of the input code change, …

… , we propose a new commit message generation approach CoMeG. CoMeG not only takes
… represent the code context as a token sequence in code order. We denote the context as [c1,…

… a novel commit message technique in this work, COMU. We build code semantics using
contextual code information from commit messages. Specifically, we not only consider the …

… -4 score for commit message generation is better than … Code-to-NL task to document the
source code in CodeSearchNet and use the initial weight of commit generation, the contextual …

… LLMs have also been used in generating code explanations [25] and programming … The
system has a trade-off between generating good quality feedback versus covering all possible …

… 68] treat commit message generation as a translation task from code changes to commit …
methods, our contextualized code change representation aims to learn context information of …

… This work proposes a novel commit message generation technique, FIRA, which first
represents code changes via fine-grained graphs and then learns to generate commit messages …