Learner's definition of WONK. [count] US, informal + sometimes disapproving. : a person who knows a lot about the details of a particular field (such as politics) and often talks a lot about that subject. the policy wonks in the government. [+] more examples [-] hide examples [+] Example sentences [-] Hide examples. Comments & Questions.