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1 vote
1 answer
3k views

How is dropout applied to the embedding layer's output?

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o_yeah's user avatar
  • 197
1 vote
0 answers
221 views

Simple sequential model with LSTM which doesn't converge

I'm actually trying to create a sequential neural network in order to translate a "human" sentence in a "machine" sentence understandable by an algorithm. Like It didn't work, I've try to create a NN ...
user33665's user avatar
0 votes
1 answer
49 views

How to change this RNN text classification code to become text generation code?

I can do text classification with RNN, in which the last output of RNN (rnn_outputs[-1]) is used to matmul with output layer weight and plus bias. That is getting a word (class name) after the last T ...
Dan D.'s user avatar
  • 1,318
3 votes
1 answer
2k views

Seq2Seq dialogs predicts only most common words like `you` after couple of epoches

I'm training Seq2Seq model on OpenSubtitles dialogs - Cornell-Movie-Dialogs-Corpus. My work based on the following papers (but currently I'm not implemented Attention yet): Sequence to Sequence ...
Ziemo's user avatar
  • 223