learner vs swot

learner and swot both are nouns.

Word	Noun	Adjective	Verb	Adverb
learner	Yes	No	No	No
swot	Yes	No	Yes	No

As nouns, swot is a hyponym of learner; that is, swot is a word with a more specific, narrower meaning than learner:

learner: someone (especially a child) who learns (as from a teacher) or takes up knowledge or beliefs
swot: an insignificant student who is ridiculed as being affected or boringly studious

Other hyponyms of learner include memoriser, memorizer, quick study, sponge, dweeb, grind, nerd, wonk, tutee.

learner (noun)	swot (noun)
someone (especially a child) who learns (as from a teacher) or takes up knowledge or beliefs	an insignificant student who is ridiculed as being affected or boringly studious
works for an expert to learn a trade

learner (verb)	swot (verb)
	study intensively, as before an exam