1 code implementation • 23 Apr 2024 • Aojun Lu, Tao Feng, Hangjie Yuan, Xiaotian Song, Yanan sun
This paper seeks to bridge this gap between network architecture design and CL, and to present a holistic study on the impact of network architectures on CL.
no code implementations • 1 Apr 2024 • Ang Bian, Wei Li, Hangjie Yuan, Chengrong Yu, Zixiang Zhao, Mang Wang, Aojun Lu, Tao Feng
A general framework of C-Flat applied to all CL categories and a thorough comparison with loss minima optimizer and flat minima based CL approaches is presented in this paper, showing that our method can boost CL performance in almost all cases.
no code implementations • 20 Mar 2024 • Chengzhe Feng, Yanan sun, Ke Li, Pan Zhou, Jiancheng Lv, Aojun Lu
We conduct GenAP on three popular code intelligence PLMs with three canonical code intelligence tasks including defect prediction, code summarization, and code translation.