A structured multi-agent RAG pipeline with temporal reranking and bounded contradiction reconciliation won Best Dynamic Evaluation at NeurIPS 2025 by aligning with user preferences over automatic metrics.
MMU-RAGent: Massive Multi-Modal User-Centric Retrieval Augmented Generation Benchmark,
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NightFeats @ MMU-RAGent NeurIPS 2025: A Context-Optimized Multi-Agent RAG System for the Text-to-Text Track
A structured multi-agent RAG pipeline with temporal reranking and bounded contradiction reconciliation won Best Dynamic Evaluation at NeurIPS 2025 by aligning with user preferences over automatic metrics.