GraphCoder: Enhancing Repository-Level Code Completion via Coarse-to-fine Retrieval Based on Code Context Graph

The performance of repository-level code completion depends upon the effective leverage of both general and repository-specific knowledge. Despite the impressive capability of code LLMs in general code completion tasks, they often exhibit less satisfactory performance on repository-level completion...

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Bibliographic Details

Published in:	IEEE/ACM International Conference on Automated Software Engineering : [proceedings] pp. 570 - 581
Main Authors:	Liu, Wei, Yu, Ailun, Zan, Daoguang, Shen, Bo, Zhang, Wei, Zhao, Haiyan, Jin, Zhi, Wang, Qianxiang
Format:	Conference Proceeding
Language:	English
Published:	ACM 27.10.2024
Subjects:	Accuracy Code completion Code graphs Codes Computational modeling Filtering Information systems Large language model Mathematical models Process control Retrieval augmented generation Software Software algorithms Software engineering
ISSN:	2643-1572
Online Access:	Get full text
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