Source code of our LMM4Rec
If you want to use our codes in your research, please cite:
@article{yi2023large,
title={Large multi-modal encoders for recommendation},
author={Yi, Zixuan and Long, Zijun and Ounis, Iadh and Macdonald, Craig and Mccreadie, Richard},
journal={arXiv preprint arXiv:2310.20343},
year={2023}
}
The codes of LMM4Rec are implemented and tested under the following development environment:
- numba==0.53.1
- numpy==1.20.3
- scipy==1.6.2
- torch==1.10.3
- torch_scatter==2.0.6
We intend to submit this version to the multi-modal recommendation library shortly.
- Configure the xx.conf file in the directory named conf. (xx is the name of the model you want to run)
- Run main.py and choose the model you want to run.