Similar to “nerd” or “geek” but less derogatory — someone that takes academic study very seriously might be described as a “swot.”

“Swot” can also be used as a verb.

“I haven’t seen Tom since he started revising for his exams. He’s turned into such a swot!”

“Yeah, he’s been swotting like mad for his Spanish exam.”