Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond

11 April 2023

Papers citing "Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond"

23 / 23 papers shown

Title
Towards an Understanding of Context Utilization in Code Intelligence Yanlin Wang Kefeng Duan Dewu Zheng Ensheng Shi F. Zhang ... Xilin Liu Yuchi Ma Hongyu Zhang Qianxiang Wang Zibin Zheng 29 0 0 11 Apr 2025
Zero-Shot Cross-Domain Code Search without Fine-Tuning Keyu Liang Z. Liu Chao Liu Zhiyuan Wan David Lo Xiaohu Yang 26 0 0 10 Apr 2025
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs Imam Nur Bani Yusuf Lingxiao Jiang 72 0 0 18 Dec 2024
A Survey on Adversarial Machine Learning for Code Data: Realistic Threats, Countermeasures, and Interpretations Yulong Yang Haoran Fan Chenhao Lin Qian Li Zhengyu Zhao Chao Shen Xiaohong Guan AAML 38 0 0 12 Nov 2024
Parameter-Efficient Fine-Tuning of Large Language Models for Unit Test Generation: An Empirical Study André Storhaug Jingyue Li ALM 35 1 0 04 Nov 2024
Multi-Step Time Series Inference Agent for Reasoning and Automated Task Execution Wen Ye Yizhou Zhang Wei Yang Lumingyuan Tang Defu Cao Jie Cai Yan Liu BDL CoGe AI4TS 24 2 0 05 Oct 2024
Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models Yanlin Wang Tianyue Jiang Mingwei Liu Jiachi Chen Zibin Zheng 26 7 0 29 Jun 2024
VulDetectBench: Evaluating the Deep Capability of Vulnerability Detection with Large Language Models Yu Liu Lang Gao Mingxin Yang Yu Xie Ping Chen Xiaojin Zhang Wei Chen ELM 16 3 0 11 Jun 2024
Robust and Explainable Fine-Grained Visual Classification with Transfer Learning: A Dual-Carriageway Framework Zheming Zuo Joseph Smith Jonathan Stonehouse Boguslaw Obara 29 2 0 09 May 2024
Random Masking Finds Winning Tickets for Parameter Efficient Fine-tuning Jing Xu Jingzhao Zhang 26 6 0 04 May 2024
SEED: Customize Large Language Models with Sample-Efficient Adaptation for Code Generation Xue Jiang Yihong Dong Zhi Jin Ge Li VLM 27 4 0 29 Feb 2024
CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking Zian Su Xiangzhe Xu Ziyang Huang Zhuo Zhang Yapeng Ye Jianjun Huang Xiangyu Zhang OffRL 35 8 0 19 Feb 2024
RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair André Silva Sen Fang Martin Monperrus MoMe KELM 49 32 0 25 Dec 2023
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks Wentao Zou Qi Li Jidong Ge Chuanyi Li Xiaoyu Shen LiGuo Huang Bin Luo 21 5 0 25 Dec 2023
Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey Xinyu She Yue Liu Yanjie Zhao Yiling He Li Li C. Tantithamthavorn Zhan Qin Haoyu Wang ELM 22 13 0 27 Oct 2023
Automated Bug Generation in the era of Large Language Models Ali Reza Ibrahimzada Yang Chen Ryan Rong Reyhaneh Jabbarvand 16 3 0 03 Oct 2023
Your Code Secret Belongs to Me: Neural Code Completion Tools Can Memorize Hard-Coded Credentials Yizhan Huang Yichen Li Weibin Wu Jianping Zhang Michael R. Lyu 13 14 0 14 Sep 2023
SoTaNa: The Open-Source Software Development Assistant Ensheng Shi Fengji Zhang Yanlin Wang B. Chen Lun Du Hongyu Zhang Shi Han Dongmei Zhang Hongbin Sun 16 10 0 25 Aug 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 201 1,451 0 02 Sep 2021
On the Evaluation of Neural Code Summarization Ensheng Shi Yanlin Wang Lun Du Junjie Chen Shi Han Hongyu Zhang Dongmei Zhang Hongbin Sun ELM 110 69 0 15 Jul 2021
CURE: Code-Aware Neural Machine Translation for Automatic Program Repair Nan Jiang Thibaud Lutellier Lin Tan NAI 123 287 0 26 Feb 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 190 853 0 09 Feb 2021