Entity Typing

Entity type recognition is a key task in natural language processing, aiming to annotate entities mentioned in documents with types (such as persons, locations, organizations). This task enhances the analysis efficiency of unstructured texts by extracting structured type information, supporting applications like information extraction, knowledge base completion, and question answering. In recent years, research has focused on hierarchical structures that include more fine-grained types, further refining entity classification.