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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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Hong Qu

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#large language models Open access Sep 2026

Benchmarking Large Language Models on Long-Tail Plant Taxonomic Knowledge with PTTB-600

Plant taxonomic knowledge contains a long tail of infrequently encountered names, diagnostic characters, and nomenclatural decisions, yet model reliability across this distribution remains unclear. We developed the Chinese-language PTTB-600, comprising 200 general, 300 ordinary specialized, and 100 long-tail fill-in qu...

Jian He, Jiamin Xiao, Hong Qu et al. · 0 citations

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