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INRIA Paris
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LLMs may ace academic trivia but falter on everyday cultural knowledge, revealing a critical gap in their understanding.
Implicit multi-hop reasoning in LLMs is fundamentally constrained by pretraining exposure, not knowledge gaps.
Turns out, you can boost a multilingual LLM's reasoning in any language just by swapping in the mid-layers from an English-reasoning specialist.
