DOI: 10.1039/d6nr03245a ISSN: 2040-3364

Coupling large language models with domain-specific small models: toward efficient extraction, management and validation of 2D materials literature data

Lijun Shang, Wenqiang Kang, Yadong Yu, Jian Zhou, Dongyue Gao, Pan Xiang, Siming Guo, Mengyan Dai, Zhonglu Guo, Xueao Zhang, Zhimei Sun
Show PDF Cite

A framework coupling large language models with domain-specific small models builds a searchable database from about 50 000 papers on two-dimensional materials. Band-gap prediction assesses the utility of the extracted data.

More from our Archive