isspek / Cross-Lingual-Cyberbullying

Cross-Lingual-Cyberbullying

Installation

Create a virtual environment:

virtualenv -p python3.8 venv

Activate the environment:

virtualenv -p python3.8 venv

Install the libraries:

pip install -r requirements.txt

The software is ready for the execution

Training Models

TODO

Explaining Results

TODO

PAN Submission

Run the script located in scripts/pan_run.sh as follows:

bash scripts/pan_run.sh {DATASET_FOLDER} {OUTPUT_FOLDER}

The script runs the software with a batch size of 2. This could lead slow response. In order to speed up the run, you can increase the batch size. If you have memory errors, reduce the batch size.

Citation

If you use our work, please use the following citation:

@inproceedings{SchlichtPaula:CLEF-2021,
title = {Unified and Multilingual Author Profiling for Detecting Haters},
author = {Ipek Baris Schlicht and Angel Felipe Magnossão de Paula},
pages = {1837--1845},
url = {http://ceur-ws.org/Vol-2936/#paper-157},
crossref = {CLEF-2021},
}