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A Hierarchical Classification Framework for Earth Science Data Based on Large Language Models and Label Graph Constraints.

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Title: A Hierarchical Classification Framework for Earth Science Data Based on Large Language Models and Label Graph Constraints.
Authors: Zhao, Le1, Chen, Zugang1,2, chenzg@aircas.ac.cn, Li, Guoqing1,2, Guo, Hengliang1,2, Li, Jing2
Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5230, 16p
Database: Applied Science & Technology Source
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Header DbId: aci
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An: 194779827
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PubType: Academic Journal
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  Data: A Hierarchical Classification Framework for Earth Science Data Based on Large Language Models and Label Graph Constraints.
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194779827
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      – Type: doi
        Value: 10.3390/app16115230
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      – Code: eng
        Text: English
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      – TitleFull: A Hierarchical Classification Framework for Earth Science Data Based on Large Language Models and Label Graph Constraints.
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              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
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