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V. Arya

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Open access Oct 2026

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...

R. Raman, S. Salman, Babasaheb Jadhav et al. · 0 citations
Review Open access Jul 2026

AI-Based Identification of Drug Use and Overdose Signals on Social Media

ATTEND, a multi-task neural network for substance classification and detection of 18 overdose symptoms, with symptom normalization to standardized MedDRA concepts, which is scalable, privacy-preserving, and suitable for real-time monitoring of drug abuse signals is proposed.

Sudhakar Kumar, S. Singh, Satvik Pathak et al. · 0 citations

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