Multitask Aggression Detection (MAD)


Keywords
transformers, hatespeech, multi-task-learning, offensive-language
License
MIT
Install
pip install mad-fw==0.1.12

Documentation

MAD: Multi-task Aggression Detection Framework

A Multi-Task Learning Framework for Aggression Detection using Transformers

Create a Pyhton 3.7 virtual environment

virtualenv --python=python3.7 .
source bin/activate
pip install --upgrade pip
pip install -r requirements.txt

Language Modeler

cd language-modeler

Change the language modeling parameters in example_config.yaml file.

Run the language modeler python language_modeler.py --config_yaml example_config.yaml

To be updated!

Model Training

cd model-training

Change the transformer modeling parameters in example_config.yaml file.

Training and test transformer modeles python model_training.py --config_yaml example_config.yaml

Requirement Notes: TBU