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#llm-ensemble News & Analysis

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AIBullisharXiv – CS AI · 5h ago6/10
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RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation

RaguTeam won SemEval-2026 Task 8 using a seven-model LLM ensemble with a GPT-4o-mini judge selector, achieving a conditioned harmonic mean of 0.7827 and significantly outperforming the baseline. The research demonstrates that model diversity across families, scales, and prompting strategies drives superior performance in multi-turn response generation tasks.

🧠 GPT-4