LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-Based Code Completion

Large language models (LLMs), pre-trained or fine-tuned on large code corpora, have shown effectiveness in generating code completions. However, in LLM-based code completion, LLMs may struggle to use correct and up-to-date Application Programming Interfaces (APIs) due to the rapid and continuous evo...

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Veröffentlicht in:	Proceedings / International Conference on Software Engineering S. 885 - 897
Hauptverfasser:	Wang, Chong, Huang, Kaifeng, Zhang, Jian, Feng, Yebo, Zhang, Lyuye, Liu, Yang, Peng, Xin
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 26.04.2025
Schlagworte:	api deprecation Application programming interfaces code completion Codes Faces Large language models Libraries library evolution Python Software development management Software engineering
ISSN:	1558-1225
Online-Zugang:	Volltext
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