Setup

Create a conda environment

Our code is based on python 3.10. We suggest you create a conda environment for this project to avoid conflicts with others.

conda create -n AGGD python=3.10

Then, you can activate the conda environment:

conda activate AGGD

Requirements and dependencies

Please install all the dependency packages using the following command:

pip install -r requirements.txt

Download source code of Contriever

In order to run Contriever model, please clone the Contriever source code.

git clone https://github.com/facebookresearch/contriever.git

Datasets

You do not need to download datasets. When running our code, the datasets will be automatically downloaded and saved in datasets.

Reproduce the exerimental result

In order to reproduce the experimental result

bash run.sh

Evaluation

To evaluate the result, first, run

bash ./scripts/eval_beir.sh

Then run `

bash run_eval.sh