2 papers
cs.SE2025
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.SE2024
Fixing Large Language Models' Specification Misunderstanding for Better Code Generation
Zhao Tian, Junjie Chen, Xiangyu Zhang
Code generation is to automatically generate source code conforming to a given programming specification, which has received extensive attention especially with the development of…