Do you remember what adverbs are?
You would only need 'the' in this sentence if you were asking someone if they knew the specific adverb in one instance - do you know what the adverb is? (in this sentence). "The' in that case points to one specific thing. A general enquiry as to whether someone knows what adverbs (in general) are would be said as I wrote at the beginning.