This suggests that the frequency effect is not so strong as to over-  Table 9: Confusion matrix for L1 determiners ride any true linguistic information the model has acquired, otherwise the predominant choice would always be the null case.
these results show that the model is indeed capable of distinguishing between contexts which require a determiner and those which do not, but requires further fine tuning to perform better in knowing which of the two determiner options to choose.