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Optimize NLP Tokenization in .NET: NLTK vs Compiled Regex
Overview Tokenization is the first step of almost every NLP pipeline. NLTK's sent_tokenize uses Punkt — an unsupervised ML model trained on abbreviation lists — to split sentences. word_tokenize then applies a regex with Penn Treebank conventions. Both are high-quality, widely used, and measurably s
#nlp#tokenization#nltk#compiled regex#india ai