Named-entity recognition

Identifying mentions of entities in text. May require Entity linking as a subsequent step. Can be followed by Relation extraction to construct Knowledge graph.

LLMs allow zero-shot recognition. Examples: clinical entity recognition (Hu2023zero-shot), for conversational agents