yaochenzhu / LLM4RecLinks
(WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS
☆161Updated last year
Alternatives and similar repositories for LLM4Rec
Users that are interested in LLM4Rec are comparing it to the libraries listed below
Sorting:
- ☆149Updated last year
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆133Updated 2 months ago
- ☆270Updated last year
- ☆51Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆98Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆88Updated 5 months ago
- End-to-end Training for Multimodal Recommendation Systems☆162Updated 10 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆112Updated last year
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆233Updated 10 months ago
- A Large-scale Multimodal Dataset for recommender System☆170Updated 8 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆53Updated last year
- ☆128Updated 2 years ago
- ☆69Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆102Updated last year
- Large Language Model for Generative Recommendation☆73Updated last year
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆491Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆181Updated last year
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆174Updated last year
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆217Updated last year
- Recommender systems with large language models (Paper list)☆64Updated 2 years ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆206Updated 2 years ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆125Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆49Updated 10 months ago
- ☆162Updated 8 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆86Updated 2 years ago
- The latest paper list of large language model (LLM) for recommendation☆58Updated last year
- ☆74Updated last year
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems☆327Updated 9 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆88Updated 9 months ago
- [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends☆107Updated 8 months ago