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Using pretraining and text mining methods to automatically extract the chemical scientific data

Na Pang, Li Qian, Weimin Lyu, Jin-Dong Yang

Data Technologies and Applications (2022) 56 (2): 205–222.

https://doi.org/10.1108/DTA-11-2020-0284

Published: 22 October 2021

... Pretraining Domain wordpiece tokens Joint extraction model Scientific data Bert-CRF model Text mining Figure 1 Data requirement of iBond database According to the data requirement, we need to extract seven types of entities and relations between seven types of entities. Seven types...

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