@article{llmspoweredaccurateextractionqueryingand, title = {LLMs-Powered Accurate Extraction, Querying and Intelligent Management of Literature derived 2D Materials Data}, author = {Lijun Shang and Yadong Yu and Wenqiang Kang and Jian Zhou and Dongyue Gao and Pan Xiang and Zhe Liu and Mengyan Dai and Zhonglu Guo and Zhimei Sun}, year = {2025}, eprint = {2511.20691}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.20691}, }