Claudio Sartori

ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions

What happens when a named entity recognition (NER) system encounters entities it has never seen before? In practical applications, models must generalize to unseen entity types where labeled training data is either unavailable or severely limited—a challenge that demands zero-shot learning capabilit…