However, the NEG strategy exhibits its best performance at θ f = 500 on the Gigaword dataset and at θ f = 1000 on the DUC 2004 dataset, with the exception of the ROUGE-2 metric which is maximized at θ f = 500.
the LG strategy seems to be more fit in improving the performance of the deep learning system when generalizing low-frequency words.