LIME
Natural Language Processing
The process of converting words to their dictionary base form (lemma) while considering context and part of speech.
Detailed Explanation
Lemmatization is a natural language processing technique that reduces words to their root or base form, known as a lemma, by considering the context and part of speech. Unlike stemming, which may crudely cut words, lemmatization ensures that the derived form accurately reflects the intended meaning, aiding in tasks like text analysis, search, and language understanding.
Use Cases
- •Enhances search accuracy by standardizing word forms, improving relevance in information retrieval and text classification.
Related Terms
Other terms in the Natural Language Processing category