Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
☆1,550Jan 17, 2026Updated 7 months ago
Alternatives and similar repositories for Awesome-LLM-for-RecSys
Users that are interested in Awesome-LLM-for-RecSys 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).☆2,305Mar 17, 2025Updated last year
- Large Language Model-enhanced Recommender System Papers☆765Mar 15, 2026Updated 5 months ago
- Paper List for Recommend-system PreTrained Models☆353Mar 19, 2026Updated 4 months ago
- ☆283Feb 5, 2024Updated 2 years ago
- Paper List of Pre-trained Foundation Recommender Models☆368Aug 12, 2024Updated 2 years ago
- 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.
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆537Jun 10, 2024Updated 2 years ago
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems☆349Mar 4, 2025Updated last year
- 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.☆2,184Jun 11, 2026Updated 2 months ago
- Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (…☆1,961Updated this week
- Recommender systems with large language models (Paper list)☆66Nov 20, 2023Updated 2 years ago
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆176May 14, 2024Updated 2 years ago
- [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"☆464Jun 26, 2024Updated 2 years ago
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆324May 15, 2025Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆113Nov 14, 2024Updated 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.
- This is a repository of public data sources for Recommender Systems (RS).☆1,257Sep 5, 2024Updated last year
- A unified, comprehensive and efficient recommendation library☆4,526Feb 24, 2025Updated last year
- A Toolbox for MultiModal Recommendation. Integrating 10+ Models...☆684Jul 14, 2026Updated last month
- A curated list of awesome resources about multimodal recommender systems.☆471Oct 9, 2025Updated 10 months ago
- Bridging LLM and Recommender System.☆1,188Jan 27, 2026Updated 6 months ago
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆173Aug 7, 2024Updated 2 years ago
- A curated list of Generative Recommender Systems (Paper & Code)☆466Apr 1, 2024Updated 2 years ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆235Sep 9, 2024Updated last year
- ☆379Oct 9, 2023Updated 2 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.
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆142May 9, 2023Updated 3 years ago
- Official repository for TKDE 2026 paper: Data Augmentation for Sequential Recommendation: A Survey☆437Sep 2, 2025Updated 11 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆102Mar 27, 2023Updated 3 years ago
- HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling☆626Aug 26, 2025Updated 11 months ago
- ☆167Jul 12, 2024Updated 2 years ago
- [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"☆564Mar 21, 2025Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆121Feb 5, 2024Updated 2 years ago
- RSTutorials: A Curated List of Must-read Papers on Recommender System.☆6,510Mar 12, 2026Updated 5 months ago
- 搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）☆4,555Updated this week
- 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.
- End-to-end Training for Multimodal Recommendation Systems☆168Feb 2, 2025Updated last year
- This is the repo for the survey of LLM4IR.☆542Nov 13, 2025Updated 9 months ago
- Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ran…☆2,583Apr 25, 2026Updated 3 months ago
- An open-source framework for self-supervised recommender systems.☆641Jun 6, 2025Updated last year
- A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io☆1,467Jun 6, 2026Updated 2 months ago
- Evaluation data, LLMs query code and results for "Large Language Models as Zero-Shot Conversational Recommenders" on CIKM 2023.☆85Aug 22, 2023Updated 2 years ago
- An up-to-date, comprehensive and flexible recommendation library☆240Nov 5, 2023Updated 2 years ago