Stemming vs Lemmatization

Stemming is slower but more accurate than lemmatization Lemmatization requires a dictionary and returns valid words, while stemming applies crude heuristic rules and may produce non-words Stemming works only on English text, while lemmatization is language-agnostic They are two names for the same process