nancheng58 / Awesome-LLM4RS-Papers
Large Language Model-enhanced Recommender System Papers
☆585Updated last month
Related projects ⓘ
Alternatives and complementary repositories for Awesome-LLM4RS-Papers
- Paper List of Pre-trained Foundation Recommender Models☆310Updated 3 months ago
- A list of awesome papers and resources of recommender system on large language model (LLM).☆1,382Updated 3 months ago
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems☆249Updated 5 months ago
- ☆313Updated last year
- Paper List for Recommend-system PreTrained Models☆319Updated 7 months ago
- ☆211Updated 9 months ago
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆234Updated 9 months ago
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆380Updated 5 months ago
- A curated list of awesome resources about multimodal recommender systems.☆298Updated 7 months ago
- A Toolbox for MultiModal Recommendation. Integrating 10+ Models...☆365Updated last month
- The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems☆345Updated this week
- An open-source framework for self-supervised recommender systems.☆520Updated 2 months ago
- This is a repository of public data sources for Recommender Systems (RS).☆859Updated 2 months ago
- An up-to-date, comprehensive and flexible recommendation library☆184Updated last year
- A highly-modularized and recommendation-efficient recommendation library based on PyTorch.☆176Updated last month
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆171Updated 11 months ago
- HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling☆187Updated last month
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆125Updated last year
- ☆213Updated 2 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆74Updated 2 months ago
- A curated list of Generative Recommender Systems (Paper & Code)☆367Updated 7 months ago
- Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Gene…☆758Updated this week
- This is the repo for the survey of LLM4IR.☆435Updated 2 months ago
- Recommender System Papers☆943Updated 2 years ago
- PyTorch(1.6+) implementation of https://github.com/kang205/SASRec☆353Updated last month
- A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io☆941Updated last week
- [Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"☆62Updated this week
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆156Updated 6 months ago
- End-to-end Training for Multimodal Recommendation Systems☆127Updated 3 months ago
- Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.☆1,047Updated last week