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cs.SE2025
Towards LLM-Powered Task-Aware Retrieval of Scientific Workflows for Galaxy
Shamse Tasnim Cynthia, Banani Roy
Scientific Workflow Management Systems (SWfMSs) such as Galaxy have become essential infrastructure in bioinformatics, supporting the design, execution, and sharing of complex mult…
cs.SE2025
How Do Community Smells Influence Self-Admitted Technical Debt in Machine Learning Projects?
Shamse Tasnim Cynthia, Nuri Almarimi, Banani Roy
Community smells reflect poor organizational practices that often lead to socio-technical issues and the accumulation of Self-Admitted Technical Debt (SATD). While prior studies ha…
cs.SE2025
An Empirical Study on the Impact of Gender Diversity on Code Quality in AI Systems
Shamse Tasnim Cynthia, Banani Roy
The rapid advancement of AI systems necessitates high-quality, sustainable code to ensure reliability and mitigate risks such as bias and technical debt. However, the underrepresen…