Large Language Model-enhanced Recommender System Papers
☆765Mar 15, 2026Updated 6 months ago
Alternatives and similar repositories for Awesome-LLM4RS-Papers
Users that are interested in Awesome-LLM4RS-Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,312Mar 17, 2025Updated last year
- Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.☆1,556Jan 17, 2026Updated 8 months ago
- Paper List of Pre-trained Foundation Recommender Models☆369Aug 12, 2024Updated 2 years ago
- Paper List for Recommend-system PreTrained Models☆353Mar 19, 2026Updated 6 months ago
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆325May 15, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆282Feb 5, 2024Updated 2 years ago
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆176May 14, 2024Updated 2 years ago
- Official repository for TKDE 2026 paper: Data Augmentation for Sequential Recommendation: A Survey☆434Sep 2, 2025Updated last year
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems☆349Mar 4, 2025Updated last year
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆537Jun 10, 2024Updated 2 years ago
- End-to-end Training for Multimodal Recommendation Systems☆169Feb 2, 2025Updated last year
- Recommender systems with large language models (Paper list)☆66Nov 20, 2023Updated 2 years ago
- Evaluation data, LLMs query code and results for "Large Language Models as Zero-Shot Conversational Recommenders" on CIKM 2023.☆86Aug 22, 2023Updated 3 years ago
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Sep 12, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆65Oct 11, 2023Updated 2 years ago
- A curated list of Generative Recommender Systems (Paper & Code)☆466Apr 1, 2024Updated 2 years ago
- [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"☆567Mar 21, 2025Updated last year
- [WSDM 2024 Best Paper Honorable Mention] Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Expos…☆16Jun 20, 2024Updated 2 years ago
- ☆167Jul 12, 2024Updated 2 years ago
- [TOIS 2023] On the User Behavior Leakage from Recommender System Exposure☆19Nov 7, 2023Updated 2 years ago
- ☆381Oct 9, 2023Updated 2 years ago
- A curated list of awesome resources about multimodal recommender systems.☆469Oct 9, 2025Updated 11 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆152Sep 12, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.☆2,197Jun 11, 2026Updated 3 months ago
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆142May 9, 2023Updated 3 years ago
- An open-source framework for self-supervised recommender systems.☆642Jun 6, 2025Updated last year
- Diffusion Recommender Model☆256Sep 9, 2026Updated last week
- [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"☆463Jun 26, 2024Updated 2 years ago
- Bridging LLM and Recommender System.☆1,193Jan 27, 2026Updated 7 months ago
- A Large-scale Multimodal Dataset for recommender System☆189Mar 19, 2025Updated last year
- A unified, comprehensive and efficient recommendation library☆4,562Feb 24, 2025Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆120Feb 5, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [EMNLP'2025] "EasyRec: Simple yet Effective Language Model for Recommendation"☆149Nov 3, 2025Updated 10 months ago
- Recommender System Papers☆981Oct 14, 2022Updated 3 years ago
- ☆13May 8, 2023Updated 3 years ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆298Mar 19, 2026Updated 6 months ago
- A Toolbox for MultiModal Recommendation. Integrating 10+ Models...☆691Jul 14, 2026Updated 2 months ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆54Jun 20, 2026Updated 2 months ago
- Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (…☆1,987Updated this week