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From Code Generation to Software Testing: AI Copilot With Context-Based Retrieval-Augmented Generation

delete2025-07-01
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PRE
AI
Y
Yuchen Wang
S
Shangxin Guo
C
Chee Wei Tan
DOI:10.1109/MS.2025.3549628delete
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摘要

摘要

En 中文
大规模软件开发的快速节奏对传统测试方法提出了日益增长的需求。我们提出了一种软件测试的新视角,强调了人工智能驱动技术在现代软件开发实践中的变革潜力。
Keyword:
Codes
Computer bugs
Retrieval augmented generation
Software testing
Accuracy
Encoding
Artificial intelligence
Synchronization
Software engineering
Programming
Context management
Information retrieval
Data collection
Data augmentation

期刊

IEEE Software 封面图
IEEE Software
IF:
3
论文数:
3.2K
被引数:
3.6K

机构

N
Nanyang Technological University
学者数:
4.9W
论文数: 4.8W
被引数: 8.1W
C
City University of Hong Kong
学者数:
2.3W
论文数: 3.0W
被引数: 6.1W
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