Cross-Corpus Generalization and Calibration of Deep Learning
Deep learning detectors for online misinformation report near-perfect in-domain accuracy, yet deployment faces distribution shift. This study asks whether such scores reflect a transferable ability to separate true from false content, auditing across three public corpora needing no social-media interface: LIAR statemen...