API Server Setup

SciVQA Shared Task submission

Setup Instructions

1. Install Dependencies

Run the installation script to set up the required environment:

bash install.sh

2. Configure Credentials

Update the config.yaml file with the necessary credentials and configuration details.

3. Start the API Server

Launch the inference server using:

bash inference.sh

4. Run the Main Script

To run the main logic of the service:

python main.py

Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling (Movva & Marupaka, sdp 2025)

Citation

@inproceedings{borisova2025scivqa,
  title={SciVQA 2025: Overview of the first scientific visual question answering shared task},
  author={Borisova, Ekaterina and Rauscher, Nikolas and Rehm, Georg},
  booktitle={Proceedings of the Fifth Workshop on Scholarly Document Processing (SDP 2025)},
  pages={182--210},
  year={2025}
}