Jianglei Han

A Survey on Deep Learning for Named Entity Recognition : Extended Abstract

2023

Named entity recognition (NER) is the task to identify text spans that mention named entities, and to classify them into predefined categories such as person, location, organization, etc. In recent years, deep learning, empowered by …

A Survey on Deep Learning for Named Entity Recognition

2020 · IEEE Transactions on Knowledge and Data Engineering

Named entity recognition (NER) is the task to identify mentions of rigid designators from text belonging to predefined semantic types such as person, location, organization etc. NER always serves as the foundation for many natural …