The Theta Criterion is a principle in linguistic theory that stipulates each argument in a sentence must have one and only one theta role, and each theta role must be assigned to one and only one argument. This ensures that the syntactic structure of a sentence aligns with its semantic interpretation, maintaining a clear mapping between arguments and their corresponding semantic roles.