WujiangXu / SLMRecLinks
The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".
☆47Updated 7 months ago
Alternatives and similar repositories for SLMRec
Users that are interested in SLMRec are comparing it to the libraries listed below
Sorting:
- ☆41Updated 2 years ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆144Updated 5 months ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆47Updated last year
- ☆160Updated last year
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆97Updated 8 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆92Updated 2 years ago
- ☆72Updated last year
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆43Updated 3 months ago
- [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation☆59Updated last month
- [AAAI'25 Oral] The official implementation code of LLMEmb☆50Updated 10 months ago
- The latest paper list of large language model (LLM) for recommendation☆58Updated 2 years ago
- The official implementation of Hard Negative Sampling via Large Language Models for Recommendation.☆11Updated 3 weeks ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆104Updated last year
- 🔥🔥🔥 KDD2024 Best Student Paper☆69Updated 11 months ago
- Diffusion Models, Recommender Systems, Recommendation, Diff4Rec☆79Updated 11 months ago
- ☆132Updated 2 years ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆50Updated last year
- Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)☆39Updated 11 months ago
- The code of AAAI'24 paper GLRec: Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations☆38Updated 2 years ago
- [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends☆114Updated 11 months ago
- ☆20Updated 6 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆129Updated last year
- Awesome things about generative recommendation models.☆104Updated 9 months ago
- How to Index Item IDs for Recommendation Foundation Models☆95Updated 7 months ago
- The code for WWW2024 paper "Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions".☆35Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆56Updated last year
- Large Language Model for Generative Recommendation☆74Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆117Updated 2 years ago
- ☆76Updated last year
- ☆24Updated 2 years ago