zyang1580 / CoLLMLinks
The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".
☆97Updated 7 months ago
Alternatives and similar repositories for CoLLM
Users that are interested in CoLLM are comparing it to the libraries listed below
Sorting:
- ☆59Updated 9 months ago
- ☆133Updated 10 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆92Updated 7 months ago
- ☆34Updated last year
- ☆119Updated last year
- ☆48Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆117Updated 8 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆115Updated last year
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆146Updated 9 months ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆38Updated 10 months ago
- 🔥🔥🔥 KDD2024 Best Student Paper☆54Updated 3 months ago
- ☆245Updated last year
- The latest paper list of large language model (LLM) for recommendation☆56Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆32Updated 11 months ago
- Large Language Model for Generative Recommendation☆69Updated last year
- A Large-scale Multimodal Dataset for recommender System☆139Updated 2 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆74Updated 2 years ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆92Updated 6 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆50Updated last year
- [AAAI'25 Oral] The official implementation code of LLMEmb☆32Updated 2 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆96Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆46Updated 5 months ago
- ☆68Updated last year
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆57Updated last year
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆30Updated last month
- ☆59Updated last year
- [arXiv'24] Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future☆71Updated 2 months ago
- How to Index Item IDs for Recommendation Foundation Models☆80Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆44Updated 4 months ago
- Recommender systems with large language models (Paper list)☆61Updated last year