USTC-StarTeam / Awesome-Large-Recommendation-ModelsLinks
π₯π₯π₯ Latest Advances on Large Recommendation Models
β94Updated 7 months ago
Alternatives and similar repositories for Awesome-Large-Recommendation-Models
Users that are interested in Awesome-Large-Recommendation-Models are comparing it to the libraries listed below
Sorting:
- Recommender systems with large language models (Paper list)β61Updated last year
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RSβ151Updated 11 months ago
- [ICLR 2025 Oral π] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"β84Updated 2 months ago
- How to Index Item IDs for Recommendation Foundation Modelsβ80Updated 3 weeks ago
- A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289β95Updated last month
- β27Updated last week
- Awesome things about generative recommendation models.β74Updated 2 months ago
- β97Updated last year
- [arXiv'24] Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Futureβ79Updated 4 months ago
- β83Updated 9 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".β78Updated 2 years ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"β79Updated 7 months ago
- The latest paper list of large language model (LLM) for recommendationβ57Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequentiβ¦β102Updated last year
- β138Updated last year
- β121Updated last year
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".β104Updated 8 months ago
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systemsβ306Updated 4 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation Systemβ96Updated 9 months ago
- β35Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".β50Updated last year
- π₯π₯π₯ KDD2024 Best Student Paperβ59Updated 4 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lanβ¦β86Updated 5 months ago
- β58Updated 7 months ago
- Towards LLM-RecSys Alignment with Textual ID Learningβ52Updated 11 months ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).β197Updated 5 months ago
- An index for papers on large language model agents for recommendation and search.β43Updated 3 months ago
- The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".β31Updated 3 weeks ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"β95Updated 8 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmbβ36Updated 4 months ago