How to optimize this validation method?
Before you optimize this, make sure that it actually needs optimization and that you're not wasting your time. Have you checked that this is a performance bottleneck in your application?

One way to optimize this is to store your excluded words in a datastructure like a Trie. This will let you see if some word in in the trie potentially faster than iterating through a list.