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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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B. Nurlangazykyzy

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Open access Aug 2026

Linguistic Foundations for Automatic Simplification of Kazakh Texts

Universal and multilingual large language models cannot correctly simplify Kazakh texts in accordance with internal linguistic patterns. Using LLM without a linguistically sound simplification model leads to uncontrolled generation and increases the risk of lexical and grammatical errors. Therefore, there is a need to...

M. Mambetova, A. Karymkhan, B. Nurlangazykyzy · 0 citations

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