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Long-context Question Answering on NarrativeQA (R@10, F1)

59.5R@10MiA-Emb
48.0651.035456.97May 7, 2026

Evaluation results

MethodLinks
MiA-EmbRetriever=MiA-Emb (+sig), Generator=DS-V3.22026.0559.545.1
MiA-RAGRetriever=MiA-Emb (+sig), Generator=MiA-Gen-14B (+sig)2026.0559.548
MiA-RAGRetriever=MiA-Emb (+sig), Generator=DS-V3.2 (+sig)2026.0559.542.8
Query-only RAGRetriever=MiA-Emb, Generator=DS-V3.22026.0551.341.1
Query-only RAGRetriever=Qwen3-Emb, Generator=Qwen-14B2026.0548.536.6
Query-only RAGRetriever=Qwen3-Emb, Generator=DS-V3.22026.0548.541.8