agiresearch / OpenP5
OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems
☆249Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for OpenP5
- ☆313Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆62Updated last year
- ☆211Updated 9 months ago
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆234Updated 9 months ago
- Large Language Model-enhanced Recommender System Papers☆585Updated last month
- Large Language Model for Generative Recommendation☆60Updated 8 months ago
- (WWW'24) The first RS that tightly combines LLM with ID-based RS.☆112Updated 3 months ago
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆125Updated last year
- An up-to-date, comprehensive and flexible recommendation library☆184Updated last year
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆380Updated 5 months ago
- ☆71Updated 2 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆71Updated 9 months ago
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆156Updated 6 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆74Updated 2 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆91Updated 6 months ago
- Paper List of Pre-trained Foundation Recommender Models☆310Updated 3 months ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆171Updated 11 months ago
- Paper List for Recommend-system PreTrained Models☆319Updated 7 months ago
- A curated list of awesome resources about multimodal recommender systems.☆298Updated 7 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆65Updated last year
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆68Updated 7 months ago
- ☆40Updated last year
- Official implementation of the GRU4Rec algorithm in PyTorch☆53Updated last year
- Scripts for processing the Amazon Reviews 2023 dataset; implementations and checkpoints of BLaIR: "Bridging Language and Items for Retrie…☆131Updated 3 weeks ago
- ☆69Updated 2 months ago
- A highly-modularized and recommendation-efficient recommendation library based on PyTorch.☆176Updated last month
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆67Updated 3 weeks ago
- ☆50Updated 2 months ago
- ☆95Updated 4 months ago
- PyTorch(1.6+) implementation of https://github.com/kang205/SASRec☆353Updated last month