Paolo Romano

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Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)

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Joao Fonseca (1)Rodrigo Rodrigues (1)

Papers (1)

Aug 18, 2026

INESC-ID1w ago

Mixture-of-Expert Blocks Contain Strong Hallucination Detection Signals

Harnessing the unique signals from Mixture-of-Experts architectures, InnerExpert achieves unprecedented accuracy in detecting hallucinations at the token level.

Joao Fonseca, Rodrigo Rodrigues, Paolo Romano

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing

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Paolo Romano

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)