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Research on Structured Extraction and Material Matching of Logistics Documents Based on Lightweight Large Language Models.

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Title: Research on Structured Extraction and Material Matching of Logistics Documents Based on Lightweight Large Language Models.
Authors: Yang, Lunlei1, Li, Dongsheng1,2, Zheng, Shuaichao1,3, Kong, Lingzheng1, Li, Ming2, Kong, Fankang2,3, Wang, Wenrui3, wangwenrui@sdjzu.edu.cn
Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5641, 23p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194780247
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Research on Structured Extraction and Material Matching of Logistics Documents Based on Lightweight Large Language Models.
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  Data: <searchLink fieldCode="AU" term="%22Yang%2C+Lunlei%22">Yang, Lunlei</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Li%2C+Dongsheng%22">Li, Dongsheng</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Zheng%2C+Shuaichao%22">Zheng, Shuaichao</searchLink><relatesTo>1,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Kong%2C+Lingzheng%22">Kong, Lingzheng</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Li%2C+Ming%22">Li, Ming</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Kong%2C+Fankang%22">Kong, Fankang</searchLink><relatesTo>2,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Wang%2C+Wenrui%22">Wang, Wenrui</searchLink><relatesTo>3</relatesTo>, <i>wangwenrui@sdjzu.edu.cn</i>
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194780247
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      – Type: doi
        Value: 10.3390/app16115641
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      – Code: eng
        Text: English
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      – TitleFull: Research on Structured Extraction and Material Matching of Logistics Documents Based on Lightweight Large Language Models.
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            NameFull: Yang, Lunlei
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            NameFull: Li, Dongsheng
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            NameFull: Li, Ming
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            NameFull: Kong, Fankang
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            – D: 01
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
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