NER plays a crucial role in various NLP applications, including:
Information extraction: Identifying key entities in documents to extract relevant information.
Machine translation: Ensuring correct translation of named entities.
Question answering: Understanding the context of questions and providing accurate answers.
Text summarization: Identifying key entities to generate concise summaries.
Sentiment analysis: Analyzing the sentiment towards specific entities.