This project is group project for COMPSCI585 - Natural Language Processing

########## Group Members ##########

- Ye Zhang
- YuanJar Wang
- KaiYuan Deng
- YuXin Huang

########## Code Running ##########

All our code is written in google colab notebook, the link of it is: https://colab.research.google.com/drive/1fauoQi2MOm7Q3_VRglWdfxXeWbCFBIjA#scrollTo=7jZTDU3nshLe	
To reproduce our experiments, just run the notebook from start to end. However, there's a section which
connects to Ye's personal google drive. This section is used to save models and training history, also load them.
Therefore, if you want to load our final model, you need to change the code in load checkpoint section. 
The link of our final model is: https://drive.google.com/file/d/1-UAtlUtuYxiwM0UQ2rprDWrnlsksaWu5/view?usp=sharing
You can load it by the same way as how you load the data in the load data section.

########## Datasets ##########

All datasets used in our project have been uploaded to google drive and can be accessed by these shared links:
* Quora question pairs:
  - quora.pkl: https://drive.google.com/file/d/1lm8eXR3ME2VYwSlB-2XmeuKH_6EVoj4j/view?usp=sharing  
  - train_data.pkl: https://drive.google.com/file/d/1-lil_uwz1aXsHBYKtDDsn2wWkCxQPFRH/view?usp=sharing
  - valid_data.pkl: https://drive.google.com/file/d/1-zCou-9eOBC4n9ebEKcsQdRTjy2U4cPG/view?usp=sharing
  - test_data.pkl: https://drive.google.com/file/d/1-oKdsv4Moxbs8CP3ngmAg_-zYjlKN52S/view?usp=sharing
* StackExchange question pairs:
  - BodyText.pkl: https://drive.google.com/file/d/1zV5pKCoQ2uyIoS5v_IRFXq6Wl6F-W7Dr/view?usp=sharing
  - TopicText.pkl: https://drive.google.com/file/d/144lRBGpzjrdEJo26tfaAwOYFwW9QNfHL/view?usp=sharing
Note that all these links are attached into our notebook, you can directly run the notebook to download them.