Question

Which of the following words represent an example of a lemma resulting from lemmatization for “caring” in context to Natural Language Processing (NLP)?

• A. Care
• B. Cared
• C. Cares
• D. Car

Hint:

Lemmatization reduces words to their base form, allowing NLP systems to treat different word variations as the same entity.

Answer 1

The Correct Option is A

In Natural Language Processing (NLP), lemmatisation is the process of reducing a word to its base or root form. For the word “caring,” the lemma is “care,” which is the root form. Lemmatization ensures that variations of a word, such as ”caring” or ”cared,” are reduced to the same base form, allowing NLP algorithms to process text more effectively.