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04/02/2023
Better Language Models of Code through Self-Improvement
Pre-trained language models for code (PLMCs) have gained attention in re...
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05/04/2022
DEAR: A Novel Deep Learning-based Approach for Automated Program Repair
The existing deep learning (DL)-based automated program repair (APR) mod...
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06/19/2021
Vulnerability Detection with Fine-grained Interpretations
Despite the successes of machine learning (ML) and deep learning (DL) ba...
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02/27/2021
Fault Localization with Code Coverage Representation Learning
In this paper, we propose DeepRL4FL, a deep learning fault localization ...
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02/27/2021
A Context-based Automated Approach for Method Name Consistency Checking and Suggestion
Misleading method names in software projects can confuse developers, whi...
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12/28/2020
API Misuse Detection An Immune System inspired Approach
APIs are essential ingredients for developing complex software systems. ...
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11/18/2019
Combining Program Analysis and Statistical Language Model for Code Statement Completion
Automatic code completion helps improve developers' productivity in thei...
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11/18/2019
Feature-Interaction Aware Configuration Prioritization for Configurable Code
Unexpected interactions among features induce most bugs in a configurabl...
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09/05/2019
An Empirical Study on the Characteristics of Question-Answering Process on Developer Forums
Developer forums are one of the most popular and useful Q&A websites on ...
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06/12/2019
Does BLEU Score Work for Code Migration?
Statistical machine translation (SMT) is a fast-growing sub-field of com...
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12/01/2017
A Systematic Evaluation of Static API-Misuse Detectors
Application Programming Interfaces (APIs) often have usage constraints, ...
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12/01/2017