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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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Guangyin Zhang

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Review Open access Aug 2026

A Joint Multi-Task Learning Framework for Citation Intent and Citation Evaluation Classification

Abstract Purpose This study aims to improve fine-grained understanding of citation contexts in scientific literature by jointly modeling two complementary aspects of citation behavior: citation intent and citation evaluation. Design/methodology/approach We propose a joint multi-task learning (Joint-MTL) framework that...

Yang Zhao, Guangyin Zhang · 0 citations

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