Hallucination is detected as a transport-cost excursion in hidden-state trajectories, localized via contrastive PCA in a teacher model and distilled to a BiLSTM student.
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2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
UNVERDICTED 2representative citing papers
Adaptive geodesic conformal prediction with a cross-participant DINOv2-Bridge difficulty estimator closes the 30-point conditional coverage gap for the hardest 25% of egocentric pose frames while preserving 90% overall coverage.
citing papers explorer
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Where Does Reasoning Break? Step-Level Hallucination Detection via Hidden-State Transport Geometry
Hallucination is detected as a transport-cost excursion in hidden-state trajectories, localized via contrastive PCA in a teacher model and distilled to a BiLSTM student.
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Adaptive Geodesic Conformal Prediction for Egocentric Camera Pose Estimation
Adaptive geodesic conformal prediction with a cross-participant DINOv2-Bridge difficulty estimator closes the 30-point conditional coverage gap for the hardest 25% of egocentric pose frames while preserving 90% overall coverage.