RealKIE - Five Novel Datasets for Enterprise Key Information Extraction

Accessing the data

Run aws s3 sync s3://project-fruitfly <destination> --endpoint-url=https://s3.us-east-2.wasabisys.com --no-sign-request to pull the data.

A backup copy of our datasets is available at https://zenodo.org/records/13327077 in case of issues with Wasabi.

Running Baselines

Code is available on github.com/IndicoDataSolutions/RealKIE

to run the baselines

docker-compose up -d
bash scripts/run_sweeps.sh

You will need to modify the variables at the top of the run_sweeps.sh script to point to the correct Weights and Biases entity and project.

Visualization

To visualize the data

• First download the data to /datasets/
• install streamlit pip install streamlit
• from the root of the repo run streamlit run visualization/visualize_data.py