4 Note that only a fraction of examples in the MATRES dataset contain distinct time expressions 4 Augmenting word embeddings with time embeddings increases the number of network parameters; however, additional experiments revealed that increasing the size of the GloVe embeddings in the basic temporal model did not lead to an improvement in performance.
it does not seem that extra parameters in the model contribute to the observed improvements.