research
∙
05/23/2023
FITNESS: A Causal De-correlation Approach for Mitigating Bias in Machine Learning Software
Software built on top of machine learning algorithms is becoming increas...
share
research
∙
05/18/2023
CCT5: A Code-Change-Oriented Pre-Trained Model
Software is constantly changing, requiring developers to perform several...
research
∙
04/22/2023
An Empirical Study on Using Large Language Models for Multi-Intent Comment Generation
Code comment generation aims at generating natural language descriptions...
research
∙
09/13/2022
Learning to Prevent Profitless Neural Code Completion
Currently, large pre-trained models are widely applied in neural code co...
research
∙
08/08/2022
Is this Change the Answer to that Problem? Correlating Descriptions of Bug and Code Changes for Evaluating Patch Correctness
In this work, we propose a novel perspective to the problem of patch cor...
research
∙
11/15/2021
Beep: Fine-grained Fix Localization by Learning to Predict Buggy Code Elements
Software Fault Localization refers to the activity of finding code eleme...
research
∙
11/12/2020
Large-Scale Manual Validation of Bug Fixing Commits: A Fine-grained Analysis of Tangling
Context: Tangled commits are changes to software that address multiple c...
research
∙
08/03/2020
On the Efficiency of Test Suite based Program Repair: A Systematic Assessment of 16 Automated Repair Systems for Java Programs
Test-based automated program repair has been a prolific field of researc...
research
∙
06/08/2019
How Different Is It Between Machine-Generated and Developer-Provided Patches? An Empirical Study on The Correct Patches Generated by Automated Program Repair Techniques
Background: Over the years, Automated Program Repair (APR) has attracted...
research
∙
12/13/2018
Attention Please: Consider Mockito when Evaluating Newly Proposed Automated Program Repair Techniques
Automated program repair (APR) has attracted widespread attention in rec...
research
∙
12/13/2018
Attention Please: Consider Mockito when Evaluating Newly Released Automated Program Repair Techniques
Automated program repair (APR) has caused widespread concern in recent y...
research
∙
10/30/2018
Multi-Location Program Repair Strategies Learned from Past Successful Experience
Automated program repair (APR) has great potential to reduce the effort ...
research
∙
10/30/2018
Multi-Location Program Repair: Roads Ahead
Automated program repair (APR) has great potential to reduce the effort ...
research
∙
10/11/2018