What is the purpose of 'Lemmatization' in text preprocessing?

1. ক
   To remove all punctuation marks from the text
   
2. খ
   To reduce words to their dictionary base form (lemma)
   
3. গ
   To split a sentence into individual words
   
4. ঘ
   To convert all text to lowercase