westlake-repl / Multimodal-recommendation-datasetsLinks
A repository listing important datasets for multimodal recommender systems
☆23Updated last year
Alternatives and similar repositories for Multimodal-recommendation-datasets
Users that are interested in Multimodal-recommendation-datasets are comparing it to the libraries listed below
Sorting:
- A Large-scale Multimodal Dataset for recommender System☆162Updated 6 months ago
- Efficient Multimodal Foundation Model Adaptation for Recommendation☆39Updated 3 weeks ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆215Updated 8 months ago
- [CSUR'24] Multimodal Recommender Systems: A Survey☆54Updated last year
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆211Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆96Updated last year
- ☆71Updated last year
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆61Updated 2 years ago
- ☆46Updated 10 months ago
- Multi-domain Recommendation with Adapter Tuning☆32Updated last year
- ☆128Updated last year
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems☆22Updated 2 years ago
- [AAAI'25] MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation☆29Updated 5 months ago
- [WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Re…☆33Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆38Updated last year
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆125Updated last month
- ☆65Updated last year
- End-to-end Training for Multimodal Recommendation Systems☆156Updated 8 months ago
- ☆51Updated last year
- [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends☆99Updated 7 months ago
- Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)☆21Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆53Updated last year
- ☆143Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆106Updated last year
- The implementation of paper "Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction", WSDM'24.☆16Updated last year
- The latest paper list of large language model (LLM) for recommendation☆57Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆100Updated 10 months ago
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆157Updated last year
- [ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"☆80Updated last year
- ☆31Updated last year