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Evaluating and enhancing spatial cognition abilities of large language models.

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Title: Evaluating and enhancing spatial cognition abilities of large language models.
Authors: Yang, Anran1,2, Fu, Cheng3,4,5, Jia, Qingren1, Dong, Weihua6, Ma, Mengyu1, Chen, Hao1, hchen@nudt.edu.cn, Yang, Fei1, Wu, Hui1
Source: International Journal of Geographical Information Science; Sep2025, Vol. 39 Issue 9, p2009-2044, 36p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 187437613
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Evaluating and enhancing spatial cognition abilities of large language models.
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  Data: <searchLink fieldCode="AU" term="%22Yang%2C+Anran%22">Yang, Anran</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Fu%2C+Cheng%22">Fu, Cheng</searchLink><relatesTo>3,4,5</relatesTo><br /><searchLink fieldCode="AU" term="%22Jia%2C+Qingren%22">Jia, Qingren</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Dong%2C+Weihua%22">Dong, Weihua</searchLink><relatesTo>6</relatesTo><br /><searchLink fieldCode="AU" term="%22Ma%2C+Mengyu%22">Ma, Mengyu</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Chen%2C+Hao%22">Chen, Hao</searchLink><relatesTo>1</relatesTo>, <i>hchen@nudt.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Yang%2C+Fei%22">Yang, Fei</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Wu%2C+Hui%22">Wu, Hui</searchLink><relatesTo>1</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Geographical+Information+Science%22">International Journal of Geographical Information Science</searchLink>; Sep2025, Vol. 39 Issue 9, p2009-2044, 36p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=187437613
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1080/13658816.2025.2490701
    Languages:
      – Code: eng
        Text: English
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      Pagination:
        PageCount: 36
        StartPage: 2009
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      – TitleFull: Evaluating and enhancing spatial cognition abilities of large language models.
        Type: main
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          Name:
            NameFull: Yang, Anran
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            NameFull: Fu, Cheng
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            NameFull: Jia, Qingren
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            NameFull: Dong, Weihua
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            NameFull: Ma, Mengyu
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            NameFull: Chen, Hao
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            NameFull: Yang, Fei
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          Dates:
            – D: 01
              M: 09
              Text: Sep2025
              Type: published
              Y: 2025
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              Value: 39
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            – TitleFull: International Journal of Geographical Information Science
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