/suicidepredict

A repo for our paper titled ''Suicide risk prediction from Reddit posts"

Primary LanguageJupyter Notebook

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