Model Editing for LLMs4Code: How Far are we?

Large Language Models for Code (LLMs4Code) have been found to exhibit outstanding performance in the software engineering domain, especially the remarkable performance in coding tasks. However, even the most advanced LLMs4Code can inevitably contain incorrect or outdated code knowledge. Due to the h...

Full description

Bibliographic Details

Published in:	Proceedings / International Conference on Software Engineering pp. 937 - 949
Main Authors:	Li, Xiaopeng, Wang, Shangwen, Li, Shasha, Ma, Jun, Yu, Jie, Liu, Xiaodong, Wang, Jing, Ji, Bin, Zhang, Weimin
Format:	Conference Proceeding
Language:	English
Published:	IEEE 26.04.2025
Subjects:	Adaptation models Benchmark testing Code Generation Code Summarization Codes Encoding Large language models LLMs4Code Maintenance engineering Model Editing Semantics Software engineering Systematics Training
ISSN:	1558-1225
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!