Ivan Titov
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126
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NLP×1AI×1ML×1
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2026
Shared Doubt: Zero-shot Cross-Lingual Confidence Estimation for Language Models
The paper proposes a zero-shot cross-lingual method to estimate language model confidence by training a lightweight linear probe on one language and applying it directly to unseen, typologically diverse languages.
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