text-summarization-tensorflow

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The summary obtained in the result.txt has no relevance with the input text in valid.article.filter.txt Is there anything else that I need to provide for this summarizer.

shuvadibp

For training the model

2

Until how much epochs should I train the model? Because I have been used 5000 article training data and 2000 testing data. After 400 epochs I am not getting proper(It...

JenuTandel

Hello, it is very beneficial to read your article. How should I change it if I want to use RNN encoder instead of BiRNN encoder? Thank you! with tf.name_scope("encoder"): fw_cells...

momo90yang

why there is KeyError: -1 in prediction

7

when code run here:: prediction_output = [[reversed_dict[y] for y in x] for x in prediction[:, 0, :]] with open("result.txt", "a") as f: for line in prediction_output: summary = list() for...

tianke0711

How do you calculate loss during testing? Any help would be greatly appreciated!! Thanks

deepbodra97

the loss of my training and testing has been declining. I tested it with epoch 85th, but the effect is not so good. How many times does this epoch have to be better?

2

whaozl

Input text for summarizing

1

What if I wanted to summarize larger text data using this summarizer? How can I do that? And will it give larger summaries rather than just headlines?

anishkahc

How do you calculate accuracy at the end of each epoch? Any help would be greatly appreciated!! Thanks

deepbodra97

kedimomo

I am a newbie in deep learning. While self-studying seq2seq model, I try to modify this code so that it can be applicable to another language. However, I faced one...

guchanist