yaochenzhu / LLM4Rec
(WWW'24) The first RS that tightly combines LLM with ID-based RS.
☆128Updated 6 months ago
Alternatives and similar repositories for LLM4Rec:
Users that are interested in LLM4Rec are comparing it to the libraries listed below
- ☆116Updated 7 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆74Updated 3 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆80Updated 4 months ago
- ☆219Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆71Updated last year
- ☆113Updated last year
- Large Language Model for Generative Recommendation☆60Updated 11 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆84Updated 5 months ago
- ☆55Updated 5 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆86Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆64Updated last year
- Recommender systems with large language models (Paper list)☆57Updated last year
- ☆58Updated last year
- ☆32Updated last year
- ☆42Updated last year
- A Large-scale Multimodal Dataset for recommender System☆124Updated 2 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆70Updated 9 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆79Updated 3 months ago
- End-to-end Training for Multimodal Recommendation Systems☆143Updated 2 weeks ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆161Updated 2 weeks ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆109Updated 9 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆45Updated 11 months ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆41Updated 3 weeks ago
- The latest paper list of large language model (LLM) for recommendation☆53Updated last year
- ☆94Updated last month
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆28Updated last month
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆132Updated last year
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆178Updated last year
- Diffusion Recommender Model☆201Updated 7 months ago
- ☆40Updated last year