Eval scripts coming soon.
Create a virtual python environment with e.g. conda:
conda create --name isubgvqa python=3.11
Activate the environment
conda activate isubgvqa
Please install PyTorch
pip install torch torchvision torchaudio
Please install PyG
pip install torch_geometric
Install optional packages:
pip install pyg_lib torch_scatter torch_sparse torch_cluster torch_spline_conv -f https://data.pyg.org/whl/torch-2.2.0+cu121.html
Install spacy and download en_core_web_sm
pip install -U pip setuptools wheel
pip install -U spacy
python -m spacy download en_core_web_sm
@inproceedings{tilli-vu-2024-intrinsic-subgraph,
title = "Intrinsic Subgraph Generation for Interpretable Graph Based Visual Question Answering",
author = "Tilli, Pascal and
Vu, Ngoc Thang",
booktitle = "Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)",
month = may,
year = "2024",
address = "Torino, Italy",
publisher = "ELRA and ICCL",
url = "https://aclanthology.org/2024.lrec-main.806",
pages = "9204--9223",
}