liuqidong07 / Awesome-LLM-Enhanced-Recommender-Systems
[arXiv'24] Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future
☆58Updated last month
Alternatives and similar repositories for Awesome-LLM-Enhanced-Recommender-Systems:
Users that are interested in Awesome-LLM-Enhanced-Recommender-Systems are comparing it to the libraries listed below
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆87Updated 5 months ago
- The latest paper list of large language model (LLM) for recommendation☆54Updated last year
- ☆117Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆91Updated 6 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆91Updated 6 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmb☆28Updated last month
- ☆34Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆73Updated 2 years ago
- A Large-scale Multimodal Dataset for recommender System☆139Updated last month
- ☆130Updated 9 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆82Updated 2 months ago
- ☆58Updated 7 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆101Updated 7 months ago
- End-to-end Training for Multimodal Recommendation Systems☆149Updated 2 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆113Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆29Updated 9 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆50Updated last year
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆141Updated 8 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆46Updated 8 months ago
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆41Updated 3 months ago
- 🔥🔥🔥 KDD2024 Best Student Paper☆54Updated 2 months ago
- ☆46Updated last year
- ☆235Updated last year
- ColdRec: An Open-Source Benchmark Toolbox for Cold-Start Recommendation.☆35Updated 5 months ago
- ☆21Updated 4 months ago
- Diffusion Models, Recommender Systems, Recommendation, Diff4Rec☆47Updated 2 months ago
- [CSUR'24] Multimodal Recommender Systems: A Survey☆41Updated 10 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆96Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆74Updated last year
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆27Updated 2 weeks ago