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Structure-Aware Graph-RAG for Small Language Models: Reducing Hallucinations and Improving Multi-Step Reasoning in Specialized Domains.

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Title: Structure-Aware Graph-RAG for Small Language Models: Reducing Hallucinations and Improving Multi-Step Reasoning in Specialized Domains.
Authors: Asghari, Ali1 (AUTHOR) asghari_ali@aut.ac.ir, Mojahedivaraki, Mohammad1,2 (AUTHOR), Barzegarinezhad, Abbas1,2 (AUTHOR)
Source: Mathematics (2227-7390). Jul2026, Vol. 14 Issue 14, p2509. 32p.
Database: Mathematics Source
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An: 195812176
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PubType: Academic Journal
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  Data: Structure-Aware Graph-RAG for Small Language Models: Reducing Hallucinations and Improving Multi-Step Reasoning in Specialized Domains.
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  Data: <searchLink fieldCode="JN" term="%22Mathematics+%282227-7390%29%22">Mathematics (2227-7390)</searchLink>. Jul2026, Vol. 14 Issue 14, p2509. 32p.
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        Value: 10.3390/math14142509
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      – Code: eng
        Text: English
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        PageCount: 32
        StartPage: 2509
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      – TitleFull: Structure-Aware Graph-RAG for Small Language Models: Reducing Hallucinations and Improving Multi-Step Reasoning in Specialized Domains.
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            NameFull: Mojahedivaraki, Mohammad
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              Text: Jul2026
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              Y: 2026
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