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University of Amsterdam
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LLMs, when prompted to consider their own uncertainty, can strategically choose to clarify or abstain from answering ambiguous questions, leading to improved accuracy.
Multilingual LLMs can be made significantly more reliable by directly optimizing for crosslingual consistency using a DPO-inspired method that requires no explicit reward model.
