Before revision:  The model explicitly models the structure with a one-step look-ahead parser and maintains the conditional probability setting of the standard language model . Experiments show that SOM can achieve strong results in language modeling  and syntactic generalization tests, while using fewer parameters then other models.
After revision:  The model explicitly models the structure with a one-step look-ahead parser and maintains the conditional probability setting of the standard language model . Experiments show that SOM can achieve strong results in language modeling and syntactic generalization tests, while using fewer parameters than other models.