Society & Culture
Lemmatization is a crucial preprocessing step in Natural Language Processing (NLP) that involves reducing a word to its base or root form, known as a lemma. Unlike stemming, which often truncates words indiscriminately, lemmatization in nlp considers the morphological analysis of words and their intended context in a sentence. This process ensures that the resulting lemma is a valid word with semantic meaning.