Automating Code-Related Tasks Through Transformers: The Impact of
Pre-training

Automating Code-Related Tasks Through Transformers: The Impact of Pre-training

8 February 2023

Gabriele Bavota

Papers citing "Automating Code-Related Tasks Through Transformers: The Impact of Pre-training"

10 / 10 papers shown

Title
Can Neural Decompilation Assist Vulnerability Prediction on Binary Code? D. Cotroneo F. C. Grasso R. Natella V. Orbinato 74 0 0 10 Dec 2024
Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion Wei Cheng Yuhan Wu Wei Hu 30 10 0 30 May 2024
Beyond Code Generation: An Observational Study of ChatGPT Usage in Software Engineering Practice Ranim Khojah Mazen Mohamad Philipp Leitner Francisco Gomes de Oliveira Neto 44 27 0 23 Apr 2024
The Power of Words: Generating PowerShell Attacks from Natural Language Pietro Liguori Christian Marescalco R. Natella Vittorio Orbinato Luciano Pianese AAML 33 1 0 19 Apr 2024
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 24 5 0 25 Dec 2023
Towards Automatically Addressing Self-Admitted Technical Debt: How Far Are We? A. Mastropaolo M. D. Penta Gabriele Bavota 21 6 0 17 Aug 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 72 0 02 Aug 2023
Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information Fengji Zhang Xiao Yu J. Keung Fuyang Li Zhiwen Xie Zhen Yang Caoyuan Ma Zhimin Zhang 35 25 0 27 Sep 2021
CURE: Code-Aware Neural Machine Translation for Automatic Program Repair Nan Jiang Thibaud Lutellier Lin Tan NAI 132 233 0 26 Feb 2021
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 54 152 0 13 Feb 2020