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Author

Umm E. Habiba

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Jul 2026

Evaluating RE Practices for Explainability: Synthesizing Insights from Daimler Truck into an Explainable RE Framework Proposal

Early findings from an ongoing industry-based study investigating how explainability requirements are elicited, specified, and validated using established RE techniques indicate that current RE practices provide limited support to systematically address explainability requirements.

Umm-e-Habiba, Lucas Mauser, J. Fritzsch et al. · 0 citations
#explainable ai Review Jul 2026

Evaluating the Impact of Explainable AI on Trust in AI-Assisted Code Review

Background: Large language models (LLMs) are increasingly used to automate code review, but the reasoning behind their decisions remains hard to understand. Developers struggle to assess the validity of LLM-generated reviews, making it difficult to gauge how much trust to place in them. The role of Explainable AI (XAI)...

Zhenhan Gao, Marvin Muñoz Barón, Umm E. Habiba et al. · 0 citations

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