An Empirical Study of Parameter-Efficient Fine-Tuning Methods for Pre-trained Code Models (ASE 2023 - Research Papers)

Mon 11 - Fri 15 September 2023 Kirchberg, Luxembourg

Who

Jiaxing Liu, Chaofeng Sha, Xin Peng

Track

ASE 2023 Research Papers

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When

Tue 12 Sep 2023 15:30 - 15:42 at Plenary Room 2 - Code Generation 1 Chair(s): Kui Liu

Jiaxing Liu

Fudan University

Chaofeng Sha

Fudan University

China

Xin Peng

Fudan University

China

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Session Program

Tue 12 Sep
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15:30 - 17:00	Code Generation 1Research Papers / Tool Demonstrations / Journal-first Papers at Plenary Room 2 Chair(s): Kui Liu Huawei

15:30 12m Talk		An Empirical Study of Parameter-Efficient Fine-Tuning Methods for Pre-trained Code Models Research Papers Jiaxing Liu Fudan University, Chaofeng Sha Fudan University, Xin Peng Fudan University
15:42 12m Talk		CodeEditor: Learning to Edit Source Code with Pre-trained Models Journal-first Papers Jia Li Peking University, Ge Li Peking University, Li Zhuo , Zhi Jin Peking University, Xing Hu Zhejiang University, Kechi Zhang Peking University, China, Zhiyi Fu Peking University Link to publication
15:54 12m Talk		CodeGen4Libs: A Two-Stage Approach for Library-Oriented Code Generation Research Papers Mingwei Liu Fudan University, Tianyong Yang Fudan University, Yiling Lou Fudan University, Xueying Du Fudan University, Ying Wang Northeastern University, Xin Peng Fudan University Pre-print Media Attached
16:06 12m Talk		ArduinoProg: Towards Automating Arduino Programming Tool Demonstrations Imam Nur Bani Yusuf Singapore Management University, Singapore, Diyanah Binte Abdul Jamal Singapore Management University, Lingxiao Jiang Singapore Management University Pre-print Media Attached
16:18 12m Talk		Domain Adaptive Code Completion via Language Models and Decoupled Domain DatabasesRecorded talk Research Papers Ze Tang Software Institute, Nanjing University, Jidong Ge Nanjing University, Shangqing Liu Nanyang Technological University, Tingwei Zhu Nanjing University, Tongtong Xu Huawei, Liguo Huang Southern Methodist University, Bin Luo Nanjing University Pre-print Media Attached File Attached