A process that reduces the size of a vocabulary by reducing to the 'root' of words is called:Question 19Select one:a.Stemmingb.Lemmatizingc.Removal of stop wordsd.Postinge.pruningClear my choice

The Process of reducing a word such as a noun to a shorter version and using it as a new word such as a verb is called?

The Process of reducing a word such as a noun to a shorter version and using it as a new word such as a verb is called? ans. Clipping Blending Compounding Backformation

What is the primary purpose of stemming in text processing?Question 3Answera.To assign a part-of-speech tag to each wordb.To identify and extract named entitiesc.To measure the similarity between wordsd.To convert words to their base or root forms

he Process of reducing a word such as a noun to a shorter version and using it as a new word such as a verb i

Which of the following statements are NOT correct about stemming and lemmatizing (the answer can be more than one)Group of answer choicesStemming may also require more domain-specific knowledge or training dataStemming can preserve the semantic relationships between wordsStemming can result in errors or inconsistenciesStemming is a faster and simpler approach than lemmatizingStemming can reduce the dimensionality (vocabulary size) of text data