SuicidePredict

This repo will soon contain the code to reproduce the results of the following paper.

Predicting Suicide Risk from Online Postings in Reddit The UGent-IDLab submission to the CLPysch 2019 Shared Task A

If you use part of the code, please cite our paper:

@inproceedings{bitew-etal-2019-predicting,
    title = "Predicting Suicide Risk from Online Postings in {R}eddit The {UG}ent-{IDL}ab submission to the {CLP}ysch 2019 Shared Task A",
    author = "Bitew, Semere Kiros  and
      Bekoulis, Giannis  and
      Deleu, Johannes  and
      Sterckx, Lucas  and
      Zaporojets, Klim  and
      Demeester, Thomas  and
      Develder, Chris",
    booktitle = "Proceedings of the Sixth Workshop on Computational Linguistics and Clinical Psychology",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/W19-3019",
    doi = "10.18653/v1/W19-3019",
    pages = "158--161",
}

The data folder contains the dataset for training our ML models. It can be obtained from here

Pre-requisites

pip install -r requirements.txt

Note that the code will be fully available before the end of September 2023