Testurtext 测测你写的像谁

This is the repository of algorithms behind the website testurtext.us (and testurtext.site). This website tests which writers you write like (in Chinese). It not only identifies the most similar authors but also shows users which sentences led to that conclusion.

Algorithms

• Classifier: FastText
• Explainable AI: LIME and SHAP

Model Training

Data Preparation 数据准备

1. 准备你的训练数据集
2. 更改data_processor.py中路径设置
3. Run python model/data_processor.py
4. 如果需要前端展示：手动补充更新author.csv，ID即为fasttext中label

Train your own model 训练你的模型

Run python model/train.py

License

Copyright (C) 2024 Ankie Fan at Department of Advanced Computing Sciences, Faculty of Science and Engineering, Maastricht University

This project is licensed under the AGPL-3.0-or-later License. See the LICENSE file for more information.

Contact

If you have any questions or suggestions, feel free to leave in Discussions