Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding

4 December 2021

Shanshan Li

Papers citing "Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding"

21 / 21 papers shown

Title
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding Indraneil Paul Haoyi Yang Goran Glavas Kristian Kersting Iryna Gurevych AAML SyDa 46 0 0 27 Mar 2025
LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss Yen-Trang Dang Thanh Le-Cong Phuc-Thanh Nguyen Anh M. T. Bui Phuong T. Nguyen Bach Le Quyet-Thang Huynh 37 0 0 09 Mar 2024
Beyond Self-learned Attention: Mitigating Attention Bias in Transformer-based Models Using Attention Guidance Jiri Gesi Iftekhar Ahmed 57 0 0 26 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 40 8 0 19 Feb 2024
Machine Translation Testing via Syntactic Tree Pruning Quanjun Zhang Juan Zhai Chunrong Fang Jiawei Liu Weisong Sun Haichuan Hu Qingyu Wang 23 3 0 01 Jan 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 35 20 0 30 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 32 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 35 13 0 27 Oct 2023
Towards Code Watermarking with Dual-Channel Transformations Borui Yang Wei Li Liyao Xiang Bo-wen Li 34 8 0 02 Sep 2023
Advising OpenMP Parallelization via a Graph-Based Approach with Transformers Tal Kadosh Nadav Schneider N. Hasabnis Tim Mattson Yuval Pinter Gal Oren 33 17 0 16 May 2023
One Adapter for All Programming Languages? Adapter Tuning for Code Search and Summarization Deze Wang Boxing Chen Shanshan Li Wei Luo Shaoliang Peng Wei Dong Xiang-ke Liao 41 37 0 28 Mar 2023
Revisiting the Plastic Surgery Hypothesis via Large Language Models Chun Xia Yifeng Ding Lingming Zhang 54 20 0 18 Mar 2023
Study of Distractors in Neural Models of Code Md Rafiqul Islam Rabin Aftab Hussain Sahil Suneja Mohammad Amin Alipour AAML 42 6 0 03 Mar 2023
APIContext2Com: Code Comment Generation by Incorporating Pre-Defined API Documentation Ramin Shahbazi Fatemeh H. Fard 36 2 0 03 Mar 2023
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models Changan Niu Chuanyi Li Vincent Ng Bin Luo ELM ALM 34 9 0 08 Feb 2023
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 38 167 0 07 Dec 2022
MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation Zeming Dong Qiang Hu Yuejun Guo Maxime Cordy Mike Papadakis Zhenya Zhang Yves Le Traon Jianjun Zhao 31 8 0 06 Oct 2022
A Survey of Deep Learning Models for Structural Code Understanding Ruoting Wu Yuxin Zhang Qibiao Peng Liang Chen Zibin Zheng 24 6 0 03 May 2022
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 201 1,109 0 09 Feb 2021
Semantic Robustness of Models of Source Code Goutham Ramakrishnan Jordan Henkel Zi Wang Aws Albarghouthi S. Jha Thomas W. Reps SILM AAML 41 97 0 07 Feb 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,368 0 25 Aug 2014