Dropout Robustness and Cognitive Profiling of Transformer Models via Stochastic Inference

Antônio Junior Alves Caiado, Michael Hahsler

Transformer-based language models are widely deployed for reasoning, yet their behavior under inference-time stochasticity remains underexplored. While dropout is common during tra…