Jiteng Zhao

Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype

Supervised named entity recognition (NER) aims to classify entity mentions into a fixed number of pre-defined types. However, in real-world scenarios, unknown entity types are continually involved. Naive fine-tuning will result in catastrophic forgetting on old entity types. Existing continual metho…