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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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D. Recupero

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Review Open access 2026

LLM-Assisted Reviewer Assignment via Auditable Expertise Matching

Results highlight consistent trade-offs across representations and matchers: two-stage re-ranking improves early-rank performance; keyword-aware Sentence-BERT increases top-3 concentration; and KG edge overlap is competitive on full abstracts, while some graph variants substantially concentrate reviewer workloads.

Farid Bagheri, Davide Buscaldi, D. Recupero · 0 citations

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