A short survey on small reasoning models: training, inference, applications, and research directions.

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Title: A short survey on small reasoning models: training, inference, applications, and research directions.
Authors: Wang, Chengyu1, chengyu.wcy@alibaba-inc.com, Zhang, Taolin2, Hong, Richang2, Huang, Jun1
Source: Frontiers of Computer Science; Nov2026, Vol. 20 Issue 11, p1-22, 22p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 191693692
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: A short survey on small reasoning models: training, inference, applications, and research directions.
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  Data: <searchLink fieldCode="AU" term="%22Wang%2C+Chengyu%22">Wang, Chengyu</searchLink><relatesTo>1</relatesTo>, <i>chengyu.wcy@alibaba-inc.com</i><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Taolin%22">Zhang, Taolin</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Hong%2C+Richang%22">Hong, Richang</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Huang%2C+Jun%22">Huang, Jun</searchLink><relatesTo>1</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Frontiers+of+Computer+Science%22">Frontiers of Computer Science</searchLink>; Nov2026, Vol. 20 Issue 11, p1-22, 22p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=191693692
RecordInfo BibRecord:
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        Value: 10.1007/s11704-025-50990-0
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      – Code: eng
        Text: English
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        PageCount: 22
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            NameFull: Zhang, Taolin
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            NameFull: Hong, Richang
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              M: 11
              Text: Nov2026
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              Y: 2026
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