UAT-LITE: Inference-Time Uncertainty-Aware Attention for Pretrained Transformers

Elias Hossain, Shubhashis Roy Dipta, Subash Neupane +4

Neural NLP models are often miscalibrated and overconfident, assigning high confidence to incorrect predictions and failing to express uncertainty during internal evidence aggregat…