Answer presence in rewritten context drives RAG performance gains
Answer Presence Drives RAG Rewriting Gains
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Summary
A controlled intervention audit shows that RAG rewriting performance gains are causally driven by the gold answer string appearing in rewritten context. Removing the answer drops reader F1 by 28-64 points; injecting it raises F1 by 0.7-9.7 points.