Cross Domain Named Entity Recognition

Cross-domain named entity recognition (CDNER) is an important task in natural language processing, aiming to accurately identify named entities in text across different domains and scenarios. CDNER enhances the model's generalization ability, enabling effective processing of unseen domain data, thereby increasing the robustness and practicality of applications such as information extraction, semantic understanding, and knowledge graph construction.