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Stemming

[ˈstɛmɪŋ]
Natural Language Processing
Last updated: December 9, 2024

Definition

A text normalization technique that reduces words to their root or base form by removing suffixes.

Detailed Explanation

Stemming applies simple rules to strip suffixes from words, potentially resulting in non-dictionary words. For example, running becomes run, and connection becomes connect. While faster than lemmatization, it can be less accurate as it doesn't consider word context or part of speech.

Use Cases

Search engine optimization, text classification, document indexing, information retrieval systems

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