Text Analysis Articles

Articles about word frequency, KWIC, POS tags, lemmatization, and text metrics.

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Text Analysis

Apache OpenNLP – Tokenization

Tokenization splits text into smaller units called tokens. Learn how Apache OpenNLP tokenizers work and why tokenization matters for NLP and text analysis.

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Text Analysis

NLP – Natural Language Processing

Natural Language Processing helps computers analyze, interpret, and generate human language through tasks such as tokenization, POS tagging, lemmatization, and text analysis.

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Text Analysis

Understanding the Text Corpus

A text corpus is a structured collection of texts used to study language patterns, train NLP systems, and analyze vocabulary, frequency, and context.

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