You can remember the meaning of 追求 with this easy mnemonic:
I'm used to being chased (追) by boys who pursue me stubbornly. But I prefer to seek (求) for the perfect man by myself.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.