The seven stages of NLP encompass a comprehensive process for analyzing and understanding human language. They include:
Text Preprocessing, where text is cleaned and standardized.
Parsing and Part-of-Speech Tagging are used to understand grammatical structure.
Named Entity Recognition to identify important terms.
Coreference Resolution, determining which words refer to the same entity.
Sentiment Analysis to understand the tone of the text.
Semantic Role Labeling, identifying the underlying meaning.
NLP Applications, where the processed data is applied to real-world tasks.