These can be computed as a mini-batch, which in practice greatly reduces the factor of K. While we will see that the attention-based model is effective at generating summaries, it does miss an important aspect seen in the human-generated references.
the abstractive model does not have the capacity to find extractive word matches when necessary, for example transferring unseen proper noun phrases from the input.