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cs.CL2024
Self-Explained Keywords Empower Large Language Models for Code Generation
Lishui Fan, Mouxiang Chen, Zhongxin Liu
Large language models (LLMs) have achieved impressive performance in code generation. However, due to the long-tail distribution of LLMs' training data, low-frequency terms are typ…
cs.SE2024
Exploring the Capabilities of LLMs for Code Change Related Tasks
Lishui Fan, Jiakun Liu, Zhongxin Liu +3
Developers deal with code-change-related tasks daily, e.g., reviewing code. Pre-trained code and code-change-oriented models have been adapted to help developers with such tasks. R…