Repeated output in the predicted value

aravindpai / How-to-build-own-text-summarizer-using-deep-learning

In this notebook, we will build an abstractive based text summarizer using deep learning from the scratch in python using keras

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Repeated output in the predicted value #5

Open Manojpraveen445 opened 4 years ago

Manojpraveen445 commented 4 years ago

Hi , I am doing a small project that involves text summarization.I tried implementing your model to my data set , but I am getting the same value repeatedly for every test case. Please find the attached image.

Kindly do the needful.I could not figure out where the problem is (Have tried using different optimizers,but that did not help!)

VinayNitmz commented 4 years ago

did you found a solution

MichaelJanz commented 4 years ago

Had the same problem, which also came along with overfitting after 3 epochs. Did you try using regularization or use more rows of the dataset? Also you might want to increase the batch size. Got the same problem, and that are my next steps.