Papers by Moemen Ebrahim
Enhancing Software Requirements Engineering with Language Models and Prompting Techniques: Insights from the Current Research and Future Directions (2025.acl-srw)
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| Challenge: | Large Language Models (LLMs) offer transformative potential for Software Requirements Engineering (SRE), but they face challenges such as domain ignorance, hallucinations, and high computational costs. |
| Approach: | They propose a conceptual framework that integrates Small Language Models and Knowledge-Augmented LMs with LangChain to address these limitations systematically. |
| Outcome: | The proposed framework addresses six technical challenges and two research gaps through a systematic review of LLM applications in software requirements engineering. |