https://github.com/kyzhouhzau/cclner

https://github.com/kyzhouhzau/cclner

Last synced: 3 months ago
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• Host: GitHub
• URL: https://github.com/kyzhouhzau/cclner
• Owner: kyzhouhzau
• Created: 2018-09-02T03:13:40.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2018-09-02T03:14:48.000Z (about 7 years ago)
• Last Synced: 2025-04-06T15:47:36.026Z (8 months ago)
• Language: Python
• Size: 27.3 KB
• Stars: 5
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.txt

Awesome Lists containing this project

README

          
Abstract:This tool was develop for NER by three model

#BiLSTM+CRF    https://arxiv.org/abs/1508.01991

#BiLSTM+lstm   https://arxiv.org/pdf/1706.05075.pdf

#BiLSTM+Attention this model is often used in machine translation and Semantic generation.

#indrnn+CRF   C:\Users\zhouk\PycharmProjects\TensorFlow\TEST_lstm_MODEL\0_0_1\BiLSTM_decode\README.txt

I use F score for each tags' evaluate.

This Model still need some Improve.

##Part1:data_preprocess.py was used to preprocess raw data.

            raw data type:

            The O

            dog B-animal

            is O

            fly B-action

            The O

            dog B-animal

            is O

            fly B-action

            The O

            dog B-animal

            is O

            fly B-action

##Part2:AEP_model.py was use to train defferent model.

##eval_model.py was used to eval our model.

Directionary :rnn_cell contain

My_LSTM.py ,this was a LSTM cell realized by some tensorflow ops.

My_LSTM.py ,this was a attention cell realized by others.

indrnn.py ,this realize inrnn from https://github.com/batzner/indrnn

Others ,not important