Extracting fact-condition relation from geological papers via deep structured semantic model with multi-grained representation

Qizhi Chen, Hong Yao, Diange Zhou, Shengwen Li, Lijun Dong

Abstract: Highlights•The relation between facts and conditions play an essential role in the geological paper, the extraction of which is studied for the first time.•A series of mechanisms are proposed to improve the accuracy of fact-condition relation extraction.•The MGR-DSSM is proposed, which obviously outperforms other baselines in super relation extraction.