English

MMRec: Simplifying Multimodal Recommendation

Information Retrieval 2024-02-09 v2 Multimedia

Abstract

This paper presents an open-source toolbox, MMRec for multimodal recommendation. MMRec simplifies and canonicalizes the process of implementing and comparing multimodal recommendation models. The objective of MMRec is to provide a unified and configurable arena that can minimize the effort in implementing and testing multimodal recommendation models. It enables multimodal models, ranging from traditional matrix factorization to modern graph-based algorithms, capable of fusing information from multiple modalities simultaneously. Our documentation, examples, and source code are available at \url{https://github.com/enoche/MMRec}.

Keywords

Cite

@article{arxiv.2302.03497,
  title  = {MMRec: Simplifying Multimodal Recommendation},
  author = {Xin Zhou},
  journal= {arXiv preprint arXiv:2302.03497},
  year   = {2024}
}

Comments

Published at MMAsia'23 Workshops

R2 v1 2026-06-28T08:34:09.860Z