yaochenzhu / LLM4RecLinks
(WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS
☆155Updated last year
Alternatives and similar repositories for LLM4Rec
Users that are interested in LLM4Rec are comparing it to the libraries listed below
Sorting:
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆110Updated 3 weeks ago
- ☆140Updated last year
- ☆254Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆104Updated last year
- ☆50Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆81Updated 2 months ago
- Recommender systems with large language models (Paper list)☆62Updated last year
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆205Updated 6 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆51Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆96Updated 10 months ago
- End-to-end Training for Multimodal Recommendation Systems☆154Updated 6 months ago
- Large Language Model for Generative Recommendation☆72Updated last year
- ☆126Updated last year
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆471Updated last year
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆193Updated last year
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆119Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆148Updated 11 months ago
- A Large-scale Multimodal Dataset for recommender System☆155Updated 5 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆81Updated 2 years ago
- ☆62Updated 11 months ago
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems☆310Updated 5 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆53Updated last year
- The latest paper list of large language model (LLM) for recommendation☆57Updated last year
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆140Updated 2 years ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆98Updated 9 months ago
- ☆60Updated 2 years ago
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆171Updated last year
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆87Updated 6 months ago
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆298Updated 3 months ago
- ☆86Updated 11 months ago