@article{fromretrievaltoreasoningaframeworkforcyb, title = {From Retrieval to Reasoning: A Framework for Cyber Threat Intelligence NER with Explicit and Adaptive Instructions}, author = {Jiaren Peng and Hongda Sun and Xuan Tian and Cheng Huang and Zeqing Li and Rui Yan}, year = {2025}, eprint = {2512.19414}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.19414}, }