Lemmatization

Lemmatization is a more linguistically grounded and controlled normalization approach than stemming. It uses context, part-of-speech information, and morphology to recover the dictionary base form of a word. As a result, it often produces more reliable outcomes in search, classification, and information extraction tasks where semantic consistency matters. In morphologically rich languages, high-quality lemmatization can make a substantial difference.