Lemmatization is a more methodical process of converting words to their base. Where stemming generally just chops off the ends of words, lemmatization takes into account the morphological analysis of words, evaluating the context and part of speech to determine the inflected form, and makes a decision between different rules to determine the root.
Performing lemmatization
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