Cross-platform fairness audit finds transformer models trained on a Kaggle mental health corpus underperform on Reddit and Twitter test sets
Read the original at arxiv.org→arXiv:2608.26138v1 Announce Type: new Abstract: We introduce the Cross-Platform Fairness Evaluation (CPFE) framework -- a five-axis audit protocol covering discriminative performance, calibration, statistical...
Original headline: "Cross-Platform Generalisation Failure in Mental Health Natural Language Processing: A Five-Axis Fairness Audit of Transformer Models on Social Media"
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- Aug 28, 04:00 UTC arXiv cs.CL lead source Cross-Platform Generalisation Failure in Mental Health Natural Language Processing: A Five-Axis Fairness Audit of Transformer Models on Social Media