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GeoNER:Geological Named Entity Recognition with Enriched Domain Pre-Training Model and Adversarial Training

MA Kai HU Xinxin TIAN Miao TAN Yongjian ZHENG Shuai TAO Liufeng QIU Qinjun

Acta Geologica Sinica(English Edition)2024，Vol.98Issue(5)：P.1404-1417,14.

Acta Geologica Sinica(English Edition)2024，Vol.98Issue(5)：P.1404-1417,14.DOI:10.1111/1755-6724.15213

GeoNER:Geological Named Entity Recognition with Enriched Domain Pre-Training Model and Adversarial Training

MA Kai ¹HU Xinxin ¹TIAN Miao ²TAN Yongjian ¹ZHENG Shuai ¹TAO Liufeng ³QIU Qinjun³

作者信息

1. Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering,China Three Gorges University,Yichang,Hubei 443002,China College of Computer and Information Technology,China Three Gorges University,Yichang,Hubei 443002,China
2. Key Laboratory of Geological Survey and Evaluation of Ministry of Education,China University of Geosciences,Wuhan 430074,China
3. Key Laboratory of Geological Survey and Evaluation of Ministry of Education,China University of Geosciences,Wuhan 430074,China School of Computer Science,China University of Geosciences,Wuhan 430074,China Key Laboratory of Quantitative Resource Evaluation and Information Engineering,Ministry of Natural Resources,China University of Geosciences,Wuhan 430074,China
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摘要

关键词

geological named entity recognition/geological report/adversarial training/confrontation training/global pointer/pre-training model

分类

信息技术与安全科学

引用本文复制引用

MA Kai,HU Xinxin,TIAN Miao,TAN Yongjian,ZHENG Shuai,TAO Liufeng,QIU Qinjun..GeoNER:Geological Named Entity Recognition with Enriched Domain Pre-Training Model and Adversarial Training[J].Acta Geologica Sinica(English Edition),2024,98(5):P.1404-1417,14.

基金项目

financially supported by the Natural Science Foundation of China(Grant No.42301492) （Grant No.42301492）

the National Key R&D Program of China(Grant Nos.2022YFF0711600,2022YFF0801201,2022YFF0801200) （Grant Nos.2022YFF0711600,2022YFF0801201,2022YFF0801200）

the Major Special Project of Xinjiang(Grant No.2022A03009-3) （Grant No.2022A03009-3）

the Open Fund of Key Laboratory of Urban Land Resources Monitoring and Simulation,Ministry of Natural Resources(Grant No.KF-2022-07014) （Grant No.KF-2022-07014）

the Opening Fund of the Key Laboratory of the Geological Survey and Evaluation of the Ministry of Education(Grant No.GLAB 2023ZR01) （Grant No.GLAB 2023ZR01）

the Fundamental Research Funds for the Central Universities。（）

Acta Geologica Sinica(English Edition)

OACSTPCD

ISSN：1000-9515

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