Using it as a Language model

[mdasadul]

was trying to use it as a language model to assign a score(could be PPL score) of a given sentence. Something like
P("He is go to school")=0.008
P("He is going to school")=0.08
Which is indicating that the probability of second sentence is higher than first sentence. Is there a way to get a score like this?

Thanks