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Dataset for "On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection"

Distributed together with:
On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection.
Vivian Lai and Chenhao Tan.
In Proceedings of ACM FAT* Conference 2019.

If you use the dataset, please cite

@inproceedings{lai+tan:19,
    author = {Vivian Lai and Chenhao Tan},
    title = {On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection},
    year = {2019},
    booktitle = {Proceedings of FAT*}
}


This repository contains the dataset that we collected from our user study.

  • label.jsonlist.gz contains users inputs including human predictions, the associated experimental condition, and review information.
  • survey.jsonlist.gz contains users response in the exit survey including demographic information.

Check out our demo page here! 😺

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