Source Code Error Understanding Using BERT for Multi-Label Classification

Source Code Error Understanding Using BERT for Multi-Label Classification

Programming is an essential skill in computer science and across a wide range of engineering disciplines. However, errors, often referred to as ‘bugs’ in code, can be challenging to identify and rectify for both students learning to program and experienced professionals. Unders...

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Bibliographic Details
Main Authors: Md Faizul Ibne Amin, Yutaka Watanobe, Md Mostafizer Rahman, Atsushi Shirafuji
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Multi-label classification
BERT
CodeT5
CodeBERT
decision tree
random forest
Online Access:https://ieeexplore.ieee.org/document/10820190/
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