LehengTHU / LLM4Rec-Classified-Papers
The latest paper list of large language model (LLM) for recommendation
☆44Updated 7 months ago
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- ☆83Updated 2 months ago
- ☆42Updated 2 weeks ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆60Updated 3 weeks ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆65Updated 5 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆60Updated last year
- 🎓Automatically Update Recommendation Papers Daily using Github Actions (Update Every 12th hours)☆10Updated this week
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆58Updated last week
- Large Language Model for Generative Recommendation☆57Updated 6 months ago
- ☆22Updated 10 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆66Updated 5 months ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆124Updated 3 months ago
- ☆91Updated 10 months ago
- A Large-scale Multimodal Dataset for recommender System☆93Updated last month
- ☆25Updated 9 months ago
- (WWW'24) The first RS that tightly combines LLM with ID-based RS.☆99Updated last month
- ☆194Updated 7 months ago
- Source code for SIGIR 2023 paper: Prompt Learning for News Recommendation☆77Updated 2 months ago
- ☆38Updated 11 months ago
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆49Updated last year
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆164Updated 3 months ago
- ☆48Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆52Updated 5 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆80Updated 4 months ago
- [ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"☆37Updated 4 months ago
- End-to-end Training for Multimodal Recommendation Systems☆119Updated last month
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆65Updated last year
- Recommender systems with large language models (Paper list)☆57Updated 9 months ago
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models☆75Updated 3 weeks ago
- ☆59Updated 10 months ago
- ☆37Updated 7 months ago