rainym00d / LLM4RSLinks
the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”
☆173Updated last year
Alternatives and similar repositories for LLM4RS
Users that are interested in LLM4RS are comparing it to the libraries listed below
Sorting:
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆88Updated 9 months ago
- ☆266Updated last year
- ☆62Updated 2 years ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆101Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆87Updated 4 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆53Updated last year
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆306Updated 6 months ago
- Large Language Model for Generative Recommendation☆73Updated last year
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆205Updated last year
- Recommender systems with large language models (Paper list)☆63Updated last year
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆160Updated last year
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆139Updated 2 years ago
- End-to-end Training for Multimodal Recommendation Systems☆160Updated 9 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆56Updated last year
- ☆51Updated last year
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆124Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆98Updated last year
- The latest paper list of large language model (LLM) for recommendation☆58Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆176Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆111Updated last year
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆131Updated 2 months ago
- ☆63Updated 2 years ago
- ☆359Updated 2 years ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆86Updated 2 years ago
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆56Updated 2 years ago
- ☆87Updated last year
- ☆145Updated last year
- TOIS'23, Personalized Prompt Learning for Explainable Recommendation☆131Updated 9 months ago
- A highly-modularized and recommendation-efficient recommendation library based on PyTorch.☆196Updated 9 months ago
- ☆68Updated last year