contrastive learning

Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection

Identifying all possible user intents for a dialog system at design time is challenging even for skilled domain experts. For practical applications, novel intents may have to be inferred incrementally on the fly. This typically entails repeated …