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Need some advice for training BERT to classify multiple sentiments.[PROJECT]

Basically, so far, I have been trying to train BERT on a very long document by cutting start, middle , and end sections of article so it could be fit into the limited input dimension of 512. However; the performance has been dismal for most of the time. So far, I am not sure if using LSTM+GRU was a better approach than this. But are there other ways to train it than just cutting up the article? When I googled for an alternative approach, I couldn’t find much…

submitted by /u/shstan
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