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View Code? Open in Web Editor NEWSentiment analysis and sarcasm detection are crucial tasks in natural language processing (NLP). Sentiment analysis aims to determine the sentiment or emotion expressed in a piece of text, while sarcasm detection involves identifying sarcastic statements that convey meanings opposite to their literal interpretation.