Will Feng yf225
yf225
/ mini_sequence_labeler.py
Created
January 10, 2018 21:47
— forked from hal3/mini_sequence_labeler.py
PyTorch implementation of a sequence labeler (POS taggger).
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| """ | |
| PyTorch implementation of a sequence labeler (POS taggger). | |
| Basic architecture: | |
| - take words | |
| - run though bidirectional GRU | |
| - predict labels one word at a time (left to right), using a recurrent neural network "decoder" | |
| The decoder updates hidden state based on: | |
| - most recent word |