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Improving Differential Equation Solving in Compact Language Models via Activation Steering and Reinforcement Learning

Anton Surkov Vera Ignatenko Sergei Koltcov

Computers, Materials & Continua2026，Vol.88Issue(9)：P.1719-1734,16.

Computers, Materials & Continua2026，Vol.88Issue(9)：P.1719-1734,16.DOI:10.32604/cmc.2026.083643

Improving Differential Equation Solving in Compact Language Models via Activation Steering and Reinforcement Learning

Anton Surkov ¹Vera Ignatenko ¹Sergei Koltcov¹

作者信息

1. Laboratory for Social and Cognitive Informatics,National Research University Higher School of Economics,Saint Petersburg,Russia
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摘要

关键词

Large language models/steering/reinforcement learning/mathematical reasoning/differential equations

分类

信息技术与安全科学

引用本文复制引用

Anton Surkov,Vera Ignatenko,Sergei Koltcov..Improving Differential Equation Solving in Compact Language Models via Activation Steering and Reinforcement Learning[J].Computers, Materials & Continua,2026,88(9):P.1719-1734,16.

基金项目

the Basic Research Program at HSE University(HSE-BR-2025-68). （HSE-BR-2025-68）

Computers, Materials & Continua

ISSN：1546-2218

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