Argumentative Stance Prediction with Transformers

Finetuning HuggingFace Transformer models for the EMNLP'23 ImageArg Shared Task.
The task comprised of Argumentative Stance Prediction subtask using 2 datasets on: gun_control and abortion (see the details on the website).

To run the experiments:

1. Install requirements.txt

pip install -r requirements.txt

3. Run the main.py

python main.py --dataset gun_control --model_ckpt xlnet-base-cased --model_type text

The main.py file will finetune the model_checkpoint (model_ckpt) and also run inference on test dataset and generate results.