Question $2.$ Which of the following is FALSE? and explain why it is FALSE.

$(1)$ Stemming is a component of text processing that captures the relationships between

different variations of a word.

$(2)$ Stemming reduces the different forms of a word that occur because of inflection $($e$.$g$.,$

plurals, tenses$)$ or derivation $($e$.$g$.,$ making a verb into a noun by adding the suffixation$)$

to a common stem.

$(3)$ In general, using a stemmer for search applications with English text produces a small but

noticeable improvement in the quality of results.