We introduce how to use the pre-trained language model and distant supervision to detect satellite and instrument entities in unstructured text.
The models currently available for download and online testing include:
satellite-instrument-roberta-NER
Our paper has been published in the International Journal of Digital Earth :
@article{lin2022satellite,
title={Satellite and instrument entity recognition using a pre-trained language model with distant supervision},
author={Lin, Ming and Jin, Meng and Liu, Yufu and Bai, Yuqi},
journal={International Journal of Digital Earth},
volume={15},
number={1},
pages={1290--1304},
year={2022},
publisher={Taylor \& Francis}
}