47 citations · 96 across the 5 of their papers we have counts for
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3 papers · 1 filter
cs.SE2023★ 20 cited
Large Language Models in Fault Localisation
Yonghao Wu, Zheng Li, Jie M. Zhang +3
Large Language Models (LLMs) have shown promise in multiple software engineering tasks including code generation, program repair, code summarisation, and test generation. Fault loc…
cs.SE2023★ 7 cited
Bias Testing and Mitigation in LLM-based Code Generation
Dong Huang, Jie M. Zhang, Qingwen Bu +3
As the adoption of LLMs becomes more widespread in software coding ecosystems, a pressing issue has emerged: does the generated code contain social bias and unfairness, such as tho…
cs.SE2023★ 184 cited
An Empirical Study of the Non-determinism of ChatGPT in Code Generation
Shuyin Ouyang, Jie M. Zhang, Mark Harman +1
There has been a recent explosion of research on Large Language Models (LLMs) for software engineering tasks, in particular code generation. However, results from LLMs can be highl…