wangpeng138375 / RNN-Tagger

Bidirectional LSTM-RNN for POS tagger in tensorflow

RNN-Tagger

build a recurrent neural network for part-of-speech tagging problem

requirements

tensorflow(>r0.10) nltk

model

I use a bidirectional lstm-rnn to finish this task as well as a bucket queue The data is from nltk so if you want to run this model, make sure you have already installed nltk

benchmark

after training for 10 minutes in a single tesla K20m, this model achieved a peak accuracy about 92%

TODO

add multi gpu train