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Private-library-oriented code generation with large language models

delete2025-06-30
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PRE
AI
D
Daoguang Zan
B
Bei Chen
Y
Yongshun Gong
Z
Zhang, Fengji
武
武炳超 (Bingchao Wu)
B
Bei Guan
尹义龙 cover
尹义龙 (Yilong Yin)
Y
Yongji Wang
DOI:10.1016/j.knosys.2025.113934delete
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Abstract

Abstract

En 中文
• We introduce a new scenario focusing on private-library-oriented code generation and propose an innovative framework. • To fairly evaluate this scenario, we manually constructed four benchmarks, each featuring an extensive array of test cases. • Our experiments demonstrated the superior performance of our proposed framework.

Journal

K
Knowledge-Based Systems
IF:
7.6
Papers:
1.3W
Citations:
4.5W

Organization

No organization information available
Cited Papers

Cited Papers

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CERT: Continual Pre-training on Sketches for Library-oriented Code Generation
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errDaoguang Zan; Bei Chen; Dejian Yang; Zeqi Lin; Minsu Kim; Bei Guan; Yongji Wang; Weizhu Chen; Jian-Guang Lou
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Keep me Updated
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errErik Derr; Sven Bugiel; Sascha Fahl; Yasemin Acar; Michael Backes
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Competition-level code generation with AlphaCode
err2022-12-09
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errYujia Li; David Choi; Junyoung Chung; Nate Kushman; Julian Schrittwieser; Rémi Leblond; Tom Eccles; James Keeling; Felix Gimeno; Agustin Dal Lago; Thomas Hubert; Peter Choy; Cyprien de Masson d’Autume; Igor Babuschkin; Xinyun Chen; Po-Sen Huang; Johannes Welbl; Sven Gowal; Alexey Cherepanov; James Molloy; Daniel J. Mankowitz; Esme Sutherland Robson; Pushmeet Kohli; Nando de Freitas; Koray Kavukcuoglu; Oriol Vinyals
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