Large Language Model-enhanced Recommender System Papers
☆750Mar 15, 2026Updated 2 weeks 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).☆2,251Mar 17, 2025Updated last year
- Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.☆1,523Jan 17, 2026Updated 2 months ago
- Paper List of Pre-trained Foundation Recommender Models☆364Aug 12, 2024Updated last year
- Paper List for Recommend-system PreTrained Models☆349Mar 19, 2026Updated last week
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆317May 15, 2025Updated 10 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆281Feb 5, 2024Updated 2 years ago
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆175May 14, 2024Updated last year
- The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems☆430Sep 2, 2025Updated 6 months ago
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems☆346Mar 4, 2025Updated last year
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆516Jun 10, 2024Updated last year
- End-to-end Training for Multimodal Recommendation Systems☆166Feb 2, 2025Updated last year
- Recommender systems with large language models (Paper list)☆64Nov 20, 2023Updated 2 years ago
- Evaluation data, LLMs query code and results for "Large Language Models as Zero-Shot Conversational Recommenders" on CIKM 2023.☆84Aug 22, 2023Updated 2 years ago
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Sep 12, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆59Oct 11, 2023Updated 2 years ago
- [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"☆557Mar 21, 2025Updated last year
- A curated list of Generative Recommender Systems (Paper & Code)☆461Apr 1, 2024Updated last year
- ☆162Jul 12, 2024Updated last year
- [WSDM 2024 Best Paper Honorable Mention] Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Expos…☆15Jun 20, 2024Updated last year
- ☆374Oct 9, 2023Updated 2 years ago
- A curated list of awesome resources about multimodal recommender systems.☆456Oct 9, 2025Updated 5 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆147Sep 12, 2025Updated 6 months ago
- Bridging LLM and Recommender System.☆1,077Jan 27, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 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.☆2,092Updated this week
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆143May 9, 2023Updated 2 years ago
- An open-source framework for self-supervised recommender systems.☆638Jun 6, 2025Updated 9 months ago
- Diffusion Recommender Model☆246Jul 4, 2024Updated last year
- [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"☆453Jun 26, 2024Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆208Sep 9, 2024Updated last year
- A Large-scale Multimodal Dataset for recommender System☆180Mar 19, 2025Updated last year
- A unified, comprehensive and efficient recommendation library☆4,331Feb 24, 2025Updated last year
- [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation☆64Dec 28, 2025Updated 3 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆118Feb 5, 2024Updated 2 years ago
- [EMNLP'2025] "EasyRec: Simple yet Effective Language Model for Recommendation"☆141Nov 3, 2025Updated 4 months ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆263Mar 19, 2026Updated last week
- Recommender System Papers☆992Oct 14, 2022Updated 3 years ago
- A Toolbox for MultiModal Recommendation. Integrating 10+ Models...☆640Jun 16, 2025Updated 9 months ago
- ☆13May 8, 2023Updated 2 years ago
- [TOIS 2023] On the User Behavior Leakage from Recommender System Exposure☆18Nov 7, 2023Updated 2 years ago