ConformalGuard: False-Positive-Controlled Action Gating for LM Classifiers

Bishnu Bista, Dhanraj Haibatrao Jadhav, Vibha Choudhary +4

Language model classifiers are increasingly deployed for high-stakes decisions such as phishing screening, content moderation, and fraud triage, yet validation-set thresholds provi…