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- # CSI-Code
- This project is a pytorch implementation of the paper [CSI: A Hybrid Deep Model for Fake News Detection"](https://dl.acm.org/citation.cfm?id=3132877).
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- Several modifications have been made on the [original code](https://github.com/sungyongs/CSI-Code) including:
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- - minor bugs were fixed
- - code is cleaner, standard, organized, and more understandable
- - the main model is reimplemented using Pytorch and Pytorch_lightning
- - training is integrated with Ray Tune for the sake of hyperparameter tuning
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- ## Getting started
- 1. First, use the [data preprocessing notebook](data preprocessing.ipynb) to prepare your data for the model. You should apply the code for different splits separately.
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- 2. Then, use the [train notebook](train.ipynb) to train your model and see the results.
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