Wenyueh / LLM-RecSys-IDLinks
How to Index Item IDs for Recommendation Foundation Models
☆86Updated 4 months ago
Alternatives and similar repositories for LLM-RecSys-ID
Users that are interested in LLM-RecSys-ID are comparing it to the libraries listed below
Sorting:
- Large Language Model for Generative Recommendation☆73Updated last year
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆159Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆108Updated last year
- ☆263Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆86Updated 2 years ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆127Updated last month
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆124Updated last year
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems☆322Updated 7 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆53Updated last year
- ☆144Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆49Updated 9 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆54Updated last year
- ☆63Updated 2 years ago
- ☆39Updated last year
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆88Updated 8 months ago
- 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☆57Updated last year
- ☆66Updated last year
- ☆156Updated 6 months ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆202Updated last year
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆173Updated last year
- ☆51Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆100Updated 11 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆168Updated last year
- ☆86Updated last year
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆39Updated last year
- ☆128Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆95Updated 9 months ago
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆35Updated 5 months ago
- ☆355Updated 2 years ago