LaVieEnRose365 / ReLLaLinks
Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".
☆51Updated last year
Alternatives and similar repositories for ReLLa
Users that are interested in ReLLa 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…☆87Updated 6 months ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆193Updated last year
- ☆140Updated last year
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆119Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆148Updated 11 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆98Updated 9 months ago
- ☆50Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆96Updated 10 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆53Updated last year
- ☆86Updated 11 months ago
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆155Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆81Updated 2 years ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆110Updated 3 weeks ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆104Updated last year
- Large Language Model for Generative Recommendation☆72Updated last year
- End-to-end Training for Multimodal Recommendation Systems☆154Updated 6 months ago
- Recommender systems with large language models (Paper list)☆62Updated last year
- ☆254Updated last year
- ☆60Updated 2 years ago
- ☆36Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆46Updated 7 months ago
- ☆126Updated last year
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆38Updated last year
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆64Updated last year
- ☆23Updated last year
- ☆62Updated 11 months ago
- How to Index Item IDs for Recommendation Foundation Models☆81Updated 2 months ago
- A Large-scale Multimodal Dataset for recommender System☆155Updated 5 months ago
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆171Updated last year
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆34Updated 3 months ago