Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

https://github.com/jiali-ms/punctuator

JP puncuator
https://github.com/jiali-ms/punctuator

Last synced: 10 days ago
JSON representation

JP puncuator

Host: GitHub
URL: https://github.com/jiali-ms/punctuator
Owner: jiali-ms
License: mit
Created: 2018-10-30T06:33:52.000Z (over 5 years ago)
Default Branch: master
Last Pushed: 2019-06-20T09:36:08.000Z (about 5 years ago)
Last Synced: 2024-03-05T12:38:30.319Z (4 months ago)
Language: Python
Size: 13.7 KB
Stars: 6
Watchers: 1
Forks: 3
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Lists

awesome-punctuator - punctuator

README

# punctuator
JP puncuator, tained on BCCWJ

# Result with Japanese BCCWJ corpus

## LSTM
```
precision recall f1-score support
Blank 0.96 0.99 0.97 16920414
Comma 0.67 0.20 0.31 594182
Period 0.68 0.42 0.52 446364
avg / total 0.94 0.95 0.94 17960960
```

## BiLSTM
```
precision recall f1-score support
Blank 0.98 0.99 0.98 16920414
Comma 0.70 0.51 0.59 594182
Period 0.81 0.75 0.78 446364
avg / total 0.96 0.97 0.97 17960960
```

## CBiLSTM
```
precision recall f1-score support
Blank 0.98 0.99 0.98 16920414
Comma 0.70 0.53 0.60 594182
Period 0.82 0.76 0.79 446364
avg / total 0.97 0.97 0.97 17960960
```

## CLSTM
```
precision recall f1-score support
Blank 0.97 0.99 0.98 16920414
Comma 0.69 0.43 0.53 594182
Period 0.79 0.69 0.73 446364
avg / total 0.96 0.96 0.96 17960960
```

## Summary for comma and period
```
Model C-Precision C-Recall P-Precision P-Recall
LSTM 0.67 0.20 0.68 0.42
CLSTM 0.69 0.43 0.79 0.69
BiLSTM 0.70 0.51 0.81 0.75
CBiLSTM 0.70 0.53 0.82 0.76
```