Visual information extraction from documents via classification-guided large vision-language models.

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Title: Visual information extraction from documents via classification-guided large vision-language models.
Authors: Li, Huafu1 (AUTHOR) lihuafu@chinamobile.com, Chen, Guo1 (AUTHOR), Xia, Jia1 (AUTHOR), Wang, Lei1 (AUTHOR), Du, Wei1 (AUTHOR), Yao, Yun1 (AUTHOR), Peng, Weijun1 (AUTHOR), Li, Liming2 (AUTHOR) li.lm@hotmail.com
Source: Scientific Reports. 5/2/2026, Vol. 16 Issue 1, p1-13. 13p.
Database: Academic Search Ultimate
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  Data: Visual information extraction from documents via classification-guided large vision-language models.
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  Data: <searchLink fieldCode="AR" term="%22Li%2C+Huafu%22">Li, Huafu</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> lihuafu@chinamobile.com</i><br /><searchLink fieldCode="AR" term="%22Chen%2C+Guo%22">Chen, Guo</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Xia%2C+Jia%22">Xia, Jia</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Lei%22">Wang, Lei</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Du%2C+Wei%22">Du, Wei</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yao%2C+Yun%22">Yao, Yun</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Peng%2C+Weijun%22">Peng, Weijun</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Li%2C+Liming%22">Li, Liming</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> li.lm@hotmail.com</i>
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  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 5/2/2026, Vol. 16 Issue 1, p1-13. 13p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=193456616
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1038/s41598-026-49319-z
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        Text: English
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      – TitleFull: Visual information extraction from documents via classification-guided large vision-language models.
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              Text: 5/2/2026
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              Y: 2026
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