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cs.SE2026
Evaluating the Environmental Impact of using SLMs and Prompt Engineering for Code Generation
Md Afif Al Mamun, Sayan Nath, Gias Uddin +1
The shift from cloud-hosted Large Language Models (LLMs) to locally deployed open-source Small Language Models (SLMs) has democratized AI-assisted coding; however, it has also dece…
cs.SE2025
Bias Testing and Mitigation in Black Box LLMs using Metamorphic Relations
Sina Salimian, Gias Uddin, Sumon Biswas +1
The widespread deployment of Large Language Models (LLMs) has intensified concerns about subtle social biases embedded in their outputs. Existing guardrails often fail when faced w…