@article{retrievalaugmentedgenerationbasedllm, title = {Retrieval Augmented Generation Based LLM Evaluation For Protocol State Machine Inference With Chain-of-Thought Reasoning}, author = {Youssef Maklad and Fares Wael and Wael Elsersy and Ali Hamdi}, year = {2025}, eprint = {2502.15727}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.15727v1}, }