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What is Natural Language Processing? Introduction to NLP Usually, in this case, we use various metrics showing the difference between words. NLP tasks often involve sequence modeling, where the order of words and their context is crucial. RNNs and their advanced versions, like Long Short-Term Memory networks (LSTMs), are particularly effective for tasks that involve sequences, such as