Diagnosing Representation Dynamics in NER Model Extension

Xirui Zhang, Philippe de La Chevasnerie, Benoit Fabre

Extending Named Entity Recognition (NER) models to new PII entities in noisy spoken-language data is a common need. We find that jointly fine-tuning a BERT model on standard semant…