FastSGT

Introduction to FastSGT FastSGT, or Fast Schema Guided Tracker, is a model designed for state tracking in goal-oriented dialogue systems. It uses a BERT-based approach, employing carry-over mechanisms for transferring values between slots and multi-head attention projections. Its NLU component consists of four main modules, including Utterance Encoder, Schema Encoder, State Decoder, and State Tracker. BERT was used for the Utterance Encoder and Schema Encoder. FastSGT: An Overview FastSGT, a