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Chinese Academy of Sciences
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LLM-based retrievers optimized for complex reasoning often stumble in broader contexts, suffering a "specialization tax" that limits their generalizability.
Just one carefully crafted poisoned document can cripple an LLM's reasoning abilities in retrieval-augmented generation.
