NLP_Chinese_segging_tagging

1. Project Description

The project aims to build a Chinese segging and POS tagging tool with HMM + Viterbi.

2. Code Description

2.1 Corpus

/data

train_seg_corpus.txt_utf8: For Chinese seggmentation
199801.txt: For Chinese POS tagging

2.2 Main Function

/tagger

extra.py: Save segged stop words
hmm.py: It is a Python3 file to complete HMM algorithm (Mainly for Segging)
seg.py: Segging
tagging.py: Chinese POS tagging
utils.py: Tagging utils

2.3 Demo

/demo

seg_test.py: Segging demo
tag_test.py: Tagging demo
seg_tag_test.py: Segging + Tagging demo

2.4 Model

/model

It is a directory to save several trained CRF models.

3. Result

4. License

MIT License

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

icmpnorequest / NLP_Chinese_segging_tagging