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

Published Online: 2026-02-19

Published Print: 2026-11

Authors

Wang, Chengyu

Zhang, Taolin

Hong, Richang

Huang, Jun
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Text and Data Mining valid from 2026-02-19

Version of Record valid from 2026-02-19
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Article History

Received: 9 July 2025

Accepted: 9 September 2025

First Online: 19 February 2026

Competing interests

: The authors declare that they have no competing interests or financial conflicts to disclose.

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