SpearCog

The repository contains the code for the published paper. The project combines cognitive modeling, instance based learning(IBL) developed using PyIBL, and natural language processing algorithms to do the end-user modeling for decision making under email management context.

Files

1. BertSIM.ipynb: Fine-tuning the semantic similarity transformers on user perception
2. baseline Model.ipynb: IBL model construction and NLP mdoel for text data
3. Result.ipynb: summary result for end-user modeling
4. pyibl-example.ipynb: example code of using PyIBL model
5. Link to PyIBL: http://pyibl.ddmlab.com/

Citation

For more details, please check paper