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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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Kangheng Liang

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Book Open access Jul 2026

How Should Multimodal Information Be Chunked for Complex Question Answering?

This doctoral research addresses the modality representation gap by investigating how multimodal documents should be decomposed for complex question answering, and introduces the notion of Composite Chunk Items (CCIs), semantically coherent, self-contained evidence units that may span text, tables, images, and charts.

Kangheng Liang · 0 citations

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