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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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Jin-Yang Li

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#artificial intelligence Preprint Sep 2026

ORCA: Evaluating LLMs on Data Science Code Translation

ORCA is introduced, a comprehensive benchmark with two complementary settings: ORCA-MAIN, which comprises 1,600 carefully curated grounding-level tasks across 3 representative domains: Data Querying, Data Manipulation, and Deep Learning; and ORCA-PROJECT, which contains 200 translation tasks over complete data science...

Xiao-Long Li, Jin-Yang Li, Bo-Wen Qin et al. · 0 citations

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