Can I concat texts in neural network?

Normally, we can use texts to do classification. I have one idea need to use multiple texts to do it.

For example, I want to do classification by the news. But I need to put the day’s news together to do the classification. So I want to implement RNN between news in one day after implement RNN(LSTM or transformer) for each news(just the headlines).

Does it possible?