This repository contains the code associated with the paper Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering, published in TACL (2020).

1. Install all requirements

pip install -r requirements.txt

2. Run with this AllenNLP command:

allennlp train train_configs/glt_arithmetic.jsonnet -s experiments/experiment_name --include-package src

1. Download CLEVR image features + preprocessed data (image features are extracted with py-bottom-up-attention) into the data directory.

2. Run with this AllenNLP command:

allennlp train train_configs/glt_clevr.jsonnet -s experiments/experiment_name --include-package src