yaochenzhu / LLM4RecLinks
(WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS
☆146Updated 9 months ago
Alternatives and similar repositories for LLM4Rec
Users that are interested in LLM4Rec are comparing it to the libraries listed below
Sorting:
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆92Updated 7 months ago
- ☆245Updated last year
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆97Updated 7 months ago
- ☆133Updated 10 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆117Updated 8 months ago
- End-to-end Training for Multimodal Recommendation Systems☆149Updated 4 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆74Updated 2 years ago
- A Large-scale Multimodal Dataset for recommender System☆139Updated 2 months ago
- ☆48Updated last year
- ☆59Updated 9 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆50Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆80Updated last year
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆188Updated 4 months ago
- Large Language Model for Generative Recommendation☆69Updated last year
- ☆119Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆96Updated last year
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆84Updated 3 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆115Updated last year
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆169Updated last year
- ☆135Updated 2 months ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆187Updated last year
- ☆39Updated 9 months ago
- ☆59Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆92Updated 6 months ago
- The latest paper list of large language model (LLM) for recommendation☆56Updated last year
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆198Updated 11 months ago
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆46Updated 5 months ago
- ☆68Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆44Updated 4 months ago
- [arXiv'24] Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future☆71Updated 2 months ago