Author

Joyee W. Jin

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#artificial intelligence Preprint Sep 2026

Route, Don't Fix: Regime-Dependent Decoding Correction and a Trajectory-Gated Router for Reliable Clinical LLM Answer Selection

ALTAS is introduced, which reads terminal entropy and late-layer linearity from one forward pass to choose per question between greedy decoding and late-layer trajectory correction and improves TruthfulQA over greedy at 3B and 8B.

Ze-Yu Dong, Benjamin Wang, Joyee W. Jin · 0 citations