Chance:

I want to deal with the passage to get the summary using the GRU.


If I’m understanding correctly, you want to do list of sentences in a paragraph -> a summarizing sentence, right?



 Chance:

However, I have to load one passage once time as the batch (It is slow).


Are you putting all sentences in one paragraph (passage) as a batch? Why? Doesn’t that break the information flow between sentences?



 Chance:

For the different passage, we have to put the sentences from other passage to a new model (I mean not to goes along with the last GRU from the previous sentence).  So I can not just input one passage each time.


Sorry I don’t really understand what you mean here. Why do you want a new model for each paragraph? Do you mean same model but different input data?



 Chance:

So how can I deal with this problem?


Could you explain again what the problem is? I don’t really understand the title. Sorry about this.