<ul data-eligibleForWebStory="false">Named Entity Recognition (NER) is crucial in NLP for understanding references in text.NER identifies entities like person, organization, location, aiding in information extraction.NER is employed in chatbots, search engines for entity identification and categorization.Python libraries like spaCy simplify entity recognition, improving model efficiency and accuracy.