Ayoub Hammal

Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection

Named-entity recognition (NER) is a task that typically requires large annotated datasets, which limits its applicability across domains with varying entity definitions. This paper addresses few-shot NER, aiming to transfer knowledge to new domains with minimal supervision. Unlike previous approache…