Search Results for author: Lun Yiu Nie

Found 4 papers, 2 papers with code

Code Structure Guided Transformer for Source Code Summarization

no code implementations19 Apr 2021 Shuzheng Gao, Cuiyun Gao, Yulan He, Jichuan Zeng, Lun Yiu Nie, Xin Xia, Michael R. Lyu

Code summaries help developers comprehend programs and reduce their time to infer the program functionalities during software maintenance.

Code Summarization Inductive Bias +1

CoreGen: Contextualized Code Representation Learning for Commit Message Generation

1 code implementation14 Jul 2020 Lun Yiu Nie, Cuiyun Gao, Zhicong Zhong, Wai Lam, Yang Liu, Zenglin Xu

In this paper, we propose a novel Contextualized code representation learning strategy for commit message Generation (CoreGen).

Representation Learning Text Generation

ATOM: Commit Message Generation Based on Abstract Syntax Tree and Hybrid Ranking

no code implementations6 Dec 2019 Shangqing Liu, Cuiyun Gao, Sen Chen, Lun Yiu Nie, Yang Liu

Moreover, although generation models have the advantages of synthesizing commit messages for new code changes, they are not easy to bridge the semantic gap between code and natural languages which could be mitigated by retrieval models.

Software Engineering

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