Research on Methods for Linking Geoscience Literature and Geoscientific Data Based on Large Language Models

Automated linkage between geoscientific literature and datasets is essential for improving data reuse, reproducibility, and knowledge discovery, yet existing methods often struggle with implicit dataset references, heterogeneous spatial–temporal expressions, and inconsistent naming conventions. To a...

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Detalles Bibliográficos

Autores principales:	Xinyu Chen, Yin Ma, Kai Wu, Xing Pang, Guoqing Li, Ruikai Ma, Linhan Yang, Chuang Peng, Jiayu Zhi, Jiabin Yuan
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2026-06-01
Colección:	ISPRS International Journal of Geo-Information
Materias:	geoscientific literature dataset linking large language models knowledge graph normalization Neo4j
Acceso en línea:	https://www.mdpi.com/2220-9964/15/6/243
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