Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models
of Source Code

Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code

24 May 2022

Papers citing "Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code"

19 / 19 papers shown

Title
Codehacks: A Dataset of Adversarial Tests for Competitive Programming Problems Obtained from Codeforces Max Hort Leon Moonen 41 0 0 30 Mar 2025
A Large-Scale Exploit Instrumentation Study of AI/ML Supply Chain Attacks in Hugging Face Models Beatrice Casey Joanna C. S. Santos Mehdi Mirakhorli CVBM 22 1 0 06 Oct 2024
Defending Code Language Models against Backdoor Attacks with Deceptive Cross-Entropy Loss Guang Yang Yu Zhou Xiang Chen Xiangyu Zhang Terry Yue Zhuo David Lo Taolue Chen AAML 54 4 0 12 Jul 2024
Multi-modal Learning for WebAssembly Reverse Engineering Hanxian Huang Jishen Zhao 31 2 0 04 Apr 2024
A Novel Approach for Automatic Program Repair using Round-Trip Translation with Large Language Models Fernando Vallecillos Ruiz Anastasiia Grishina Max Hort Leon Moonen LRM 44 4 0 15 Jan 2024
DocGen: Generating Detailed Parameter Docstrings in Python Vatsal Venkatkrishna Durga Shree Nagabushanam Emmanuel Iko-Ojo Simon M. Vidoni 21 0 0 11 Nov 2023
Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names? Terry Yue Zhuo Xiaoning Du Zhenchang Xing Jiamou Sun Haowei Quan Li Li Liming Zhu 31 2 0 14 Sep 2023
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation Zhiqiang Yuan Junwei Liu Qiancheng Zi Mingwei Liu Xin Peng Yiling Lou ALM ELM LRM 17 73 0 02 Aug 2023
An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code Max Hort Anastasiia Grishina Leon Moonen 18 2 0 05 Jul 2023
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review M. Wong Shangxin Guo Ching Nam Hang Siu-Wai Ho C. Tan 42 78 0 04 Jul 2023
The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification Anastasiia Grishina Max Hort Leon Moonen 22 6 0 08 May 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
Execution-based Code Generation using Deep Reinforcement Learning Parshin Shojaee Aneesh Jain Sindhu Tipirneni Chandan K. Reddy 25 52 0 31 Jan 2023
A Survey on Natural Language Processing for Programming Qingfu Zhu Xianzhen Luo Fang Liu Cuiyun Gao Wanxiang Che 25 1 0 12 Dec 2022
CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure Nuo Chen Qiushi Sun Renyu Zhu Xiang Li Xuesong Lu Ming Gao 41 10 0 07 Oct 2022
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning Pin-Yu Chen VLM 109 58 0 22 Feb 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 238 1,489 0 02 Sep 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 201 853 0 09 Feb 2021
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,452 0 18 Mar 2020