liuqidong07 / Awesome-LLM-Enhanced-Recommender-Systems
[arXiv'24] Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future
☆33Updated this week
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
- [AAAI'25 Oral] The official implementation code of LLMEmb☆23Updated 5 months ago
- ☆32Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆84Updated 5 months ago
- ☆61Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆71Updated last year
- ColdRec: An Open-Source Benchmark Toolbox for Cold-Start Recommendation.☆32Updated 3 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆44Updated 7 months ago
- [CSUR'24] Multimodal Recommender Systems: A Survey☆36Updated 9 months ago
- ☆24Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆85Updated 4 months ago
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems☆20Updated last year
- The latest paper list of large language model (LLM) for recommendation☆55Updated last year
- [ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"☆65Updated 7 months ago
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆37Updated 2 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆80Updated 4 months ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆33Updated 7 months ago
- ☆58Updated 6 months ago
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆54Updated last year
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆33Updated 2 months ago
- ☆45Updated last year
- ☆123Updated 8 months ago
- [CIKM 2024] Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation☆12Updated 7 months ago
- ☆116Updated last year
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆76Updated last month
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆89Updated 6 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆49Updated last year
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆61Updated 3 months ago
- ☆58Updated last year
- [ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"☆45Updated 10 months ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆58Updated last year