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Character-level Language Modeling on Penn Treebank character-level (val)

1.24BPC

LayerNorm HM-LSTM

Updated 4d ago

Evaluation Results

Method	Links
LayerNorm HM-LSTM 2017.10		1.24
HyperNetworks 2017.10		1.26
Zoneout 2017.10		1.27
Dilated GRU 2017.10		1.27
Recurrent dropout LSTM 2017.10		1.3
LSTM 2017.10		1.31
Dilated LSTM 2017.10		1.31
GRU 2017.10		1.32
Recurrent BN-LSTM 2017.10		1.32
Dilated Vanilla 2017.10		1.37