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Stanislav Chumakov

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#artificial intelligence Preprint Oct 2026

Knowing When Not to Answer: Cross-Domain and Multi-Turn Generalization of Latent Underspecification Signals

Large language models routinely answer questions that cannot be answered from the information given, and in dialogue they answer before enough has been said. Unanswerability is linearly decodable from hidden states, but it is unclear which of its forms share a representation and whether the signal is useful in dialogue...

Jerzy Kamiński, Ilya Galyukshev, Artem Kuznetsov et al. · 0 citations

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