Task Oriented

A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems

A BERT-based dialog state tracking model optimized for resource-limited systems — achieving competitive performance on MultiWOZ while reducing model size and inference cost. Demonstrates that careful architecture choices can close the gap between full-scale models and edge-deployable alternatives.