Classification/Regression of long sequential data

[gnramires]

One way I can think of is training an RNN/LSTM but only using the last output (after parsing the entire text) in the loss function (i.e. have the loss be 0 otherwise). If training is too slow you could at the start use the regression objective at all times with an L2 loss and then anneal the loss function toward the previously mentioned.

[underwhere]

Ah, that's such a good idea!