# Chinese-Segmentation

**Repository Path**: NoaRicky/Chinese-Segmentation

## Basic Information

- **Project Name**: Chinese-Segmentation
- **Description**: Chinese word segmentation by pytorch and allennlp
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2018-11-18
- **Last Updated**: 2023-11-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Chinese Segmentation

This is the pytorch version for Chinese Word Segmentation based on Allennlp. I really appreciate the help form @[瑞叫兽](https://github.com/EricLingRui)

## Dependency

- allennlp
- pytorch

## Models

- BiLSTM
- BiLSTM + CRF
- Transformer

## Results

### BiLSTM

![BiLSTM result](visualize/LSTM.png)

### BiLSTM + CRF

![BiLSTM + CRF result](visualize/LSTM_CRF.png)

### Transfomer

![Transformer result](visualize/Transfomer.png)

### Transformer + CRF

![Transformer + CRF result](visualize/Transfomer_CRF.png)

## Reference

- [Neural Architectures for Named Entity Recognition](http://www.aclweb.org/anthology/N16-1030)
- [attention is all your need](https://arxiv.org/abs/1706.03762)
- [NLP-tools](https://github.com/EricLingRui/NLP-tools)
- [Allennlp](https://allennlp.org/)