"long man" is a name of a dictionary but what does it mean?

The word is "Longman" (one word, first letter capitalized), not "long man". "Longman's Dictionary" is a dictionary of the English language. I'd guess that it's named after the person who first published it, like Webster's Dictionary.

ginger lily