RUCAIBox / LLMRankLinks
[ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"
☆293Updated 2 months ago
Alternatives and similar repositories for LLMRank
Users that are interested in LLMRank are comparing it to the libraries listed below
Sorting:
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆140Updated 2 years ago
- ☆340Updated last year
- ☆253Updated last year
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆171Updated last year
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆153Updated 11 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆87Updated 5 months ago
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems☆309Updated 5 months ago
- End-to-end Training for Multimodal Recommendation Systems☆152Updated 6 months ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆192Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆51Updated last year
- ☆85Updated 10 months ago
- ☆59Updated last year
- ☆140Updated last year
- ☆144Updated 4 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆102Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆142Updated 10 months ago
- Evaluation data, LLMs query code and results for "Large Language Models as Zero-Shot Conversational Recommenders" on CIKM 2023.☆78Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learning☆52Updated 11 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆118Updated last year
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆108Updated 9 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆98Updated 8 months ago
- Large Language Model for Generative Recommendation☆72Updated last year
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆52Updated last year
- Recommender systems with large language models (Paper list)☆62Updated last year
- ☆62Updated 11 months ago
- How to Index Item IDs for Recommendation Foundation Models☆81Updated last month
- ☆50Updated last year
- An up-to-date, comprehensive and flexible recommendation library☆212Updated last year
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆468Updated last year
- Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024☆80Updated 2 months ago