zyang1580 / CoLLMLinks
The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".
☆141Updated 4 months ago
Alternatives and similar repositories for CoLLM
Users that are interested in CoLLM are comparing it to the libraries listed below
Sorting:
- ☆155Updated last year
- ☆70Updated last year
- ☆275Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆115Updated last year
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆166Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆101Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆45Updated last year
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆127Updated last year
- [AAAI'25 Oral] The official implementation code of LLMEmb☆50Updated 10 months ago
- ☆41Updated 2 years ago
- The latest paper list of large language model (LLM) for recommendation☆58Updated last year
- A Large-scale Multimodal Dataset for recommender System☆178Updated 9 months ago
- ☆130Updated 2 years ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆103Updated last year
- 🔥🔥🔥 KDD2024 Best Student Paper☆66Updated 10 months ago
- ☆53Updated last year
- ☆164Updated 9 months ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆50Updated 11 months ago
- How to Index Item IDs for Recommendation Foundation Models☆93Updated 6 months ago
- ☆76Updated last year
- [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends☆110Updated 10 months ago
- Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)☆39Updated 10 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆187Updated last year
- Large Language Model for Generative Recommendation☆73Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆90Updated 2 years ago
- Learnable Item Tokenization for Generative Recommendation (Most Cited Paper at CIKM'24)☆121Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆56Updated last year
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆42Updated 2 months ago
- The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".☆45Updated 6 months ago
- Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024☆107Updated 7 months ago