As shown in Table 2 under the SRL column, these features only give a minor improvement in micro-averaged F1 for the EED sieve, but hurt performance of the other sieves and the architecture on the TimeBank-Dense test set.
we believe this may be due to overfitting, as we observe 3% and 4% gains for the ETWS and EED sieves with these features on the development set.