Mining experimental data from Materials Science literature with Large Language Models: an evaluation study

19 January 2024

Papers citing "Mining experimental data from Materials Science literature with Large Language Models: an evaluation study"

5 / 5 papers shown

Title
Using large language models to produce literature reviews: Usages and systematic biases of microphysics parametrizations in 2699 publications Tianhang Zhang Shengnan Fu David M. Schultz Zhonghua Zheng AI4CE 61 0 0 27 Mar 2025
Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models Balduin Katzer Steffen Klinder Katrin Schulz AI4CE 66 0 0 24 Feb 2025
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 51 149 0 29 Dec 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Yubo Ma Yixin Cao YongChing Hong Aixin Sun RALM 80 143 0 15 Mar 2023
Automatic extraction of materials and properties from superconductors scientific literature Luca Foppiano P. B. Castro Pedro Ortiz Suarez K. Terashima Y. Takano Masashi Ishii 40 12 0 26 Oct 2022