Web Reference: Aug 5, 2025 · NLTK provides a useful and user-friendly toolkit for tokenizing text in Python, supporting a range of tokenization needs from basic word and sentence splitting to advanced custom patterns. Sep 19, 2025 · Tokenization is the process of breaking down text into smaller pieces, typically words or sentences, which are called tokens. These tokens can then be used for further analysis, such as text classification, sentiment analysis, or natural language processing tasks. Dec 7, 2022 · Tokenization is a process in natural language processing (NLP) where a piece of text is split into smaller units called tokens. This is important for a lot of NLP tasks because it lets the model work with single words or symbols instead of the whole text.
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