Fix references
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@ -985,7 +985,7 @@ class LSTM(Recurrent):
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References:
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- [Long short-term
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memory](http://deeplearning.cs.cmu.edu/pdfs/Hochreiter97_lstm.pdf)
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memory](http://www.bioinf.jku.at/publications/older/2604.pdf)
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(original 1997 paper)
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- [Supervised sequence labeling with recurrent neural
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networks](http://www.cs.toronto.edu/~graves/preprint.pdf)
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@ -79,7 +79,7 @@ class CoupledInputForgetGateLSTMCell(rnn_cell_impl.RNNCell):
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The default non-peephole implementation is based on:
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http://deeplearning.cs.cmu.edu/pdfs/Hochreiter97_lstm.pdf
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http://www.bioinf.jku.at/publications/older/2604.pdf
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S. Hochreiter and J. Schmidhuber.
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"Long Short-Term Memory". Neural Computation, 9(8):1735-1780, 1997.
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@ -351,7 +351,7 @@ to evaluate embeddings is to directly use them to predict syntactic and semantic
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relationships like `king is to queen as father is to ?`. This is called
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*analogical reasoning* and the task was introduced by
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[Mikolov and colleagues
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](http://msr-waypoint.com/en-us/um/people/gzweig/Pubs/NAACL2013Regularities.pdf).
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](http://www.anthology.aclweb.org/N/N13/N13-1090.pdf).
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Download the dataset for this task from
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[download.tensorflow.org](http://download.tensorflow.org/data/questions-words.txt).
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@ -401,7 +401,7 @@ class LSTMCell(RNNCell):
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The default non-peephole implementation is based on:
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http://deeplearning.cs.cmu.edu/pdfs/Hochreiter97_lstm.pdf
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http://www.bioinf.jku.at/publications/older/2604.pdf
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S. Hochreiter and J. Schmidhuber.
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"Long Short-Term Memory". Neural Computation, 9(8):1735-1780, 1997.
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