lileipisces / PODLinks
CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation
☆49Updated 10 months ago
Alternatives and similar repositories for POD
Users that are interested in POD are comparing it to the libraries listed below
Sorting:
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆86Updated 2 years ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆56Updated last year
- ☆40Updated 2 years ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆44Updated last year
- ☆69Updated last year
- ☆23Updated 2 years ago
- ☆62Updated 2 years ago
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆37Updated 6 months ago
- ☆149Updated last year
- ☆51Updated last year
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Updated 2 years ago
- ☆44Updated 2 years ago
- ☆63Updated 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
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆40Updated last month
- Large Language Model for Generative Recommendation☆73Updated last year
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆88Updated 9 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆102Updated last year
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆61Updated 2 years ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆53Updated last year
- The latest paper list of large language model (LLM) for recommendation☆58Updated last year
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆95Updated 6 months ago
- How to Index Item IDs for Recommendation Foundation Models☆88Updated 5 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆135Updated 2 months ago
- ☆128Updated 2 years ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆112Updated last year
- The official implementation code of the CIKM 2024 paper "Sequence-level Semantic Representation Fusion for Recommender Systems".☆14Updated 8 months ago
- The code for WWW2024 paper "Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions".☆33Updated last year
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆206Updated 2 years ago
- implementation code for 'PLATE: A Prompt-Enhanced Paradigm for Multi-Scenario Recommendations' in SIGIR 2023☆13Updated last year