Unverified50% confidenceFactExact time
Recursive expansion can improve target-language adaptation under a favorable language order, but it is highly sensitive to order.
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50%
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Long-term
Relevance
10/27/2026
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Related Claims
UnverifiedRecursive expansion refers to adding languages one by one in sequence, using the result of each learned language as the starting point for learning the next, so that knowledge of earlier languages is overwritten or interfered with by later updates.75% similarUnverifiedThe multilingual derivation strategy translates user questions into multiple languages for separate retrieval, which can greatly improve recall rates.72% similarUnverifiedLanguage mean removal performs better than disagreement-guided steering at preserving ranking quality, and there is a tradeoff between the two.69% similarUnverifiedWhether language-specific offset directions are stable, whether they can transfer across models, and how the crowding effect evolves as the number of languages in the index increases remain open questions.67% similar
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