RUCAIBox / LC-Rec
[ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."
☆70Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for LC-Rec
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆65Updated last year
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆169Updated 11 months ago
- ☆50Updated 2 months ago
- Large Language Model for Generative Recommendation☆60Updated 7 months ago
- ☆94Updated 3 months ago
- End-to-end Training for Multimodal Recommendation Systems☆125Updated 2 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆64Updated 6 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆69Updated last month
- ☆209Updated 9 months ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆35Updated 3 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆88Updated 6 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆39Updated 8 months ago
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆61Updated last year
- ☆31Updated 11 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆68Updated 6 months ago
- ☆59Updated 11 months ago
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆45Updated last year
- ☆40Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆60Updated last year
- Recommender systems with large language models (Paper list)☆58Updated 11 months ago
- ☆100Updated 11 months ago
- ☆39Updated 9 months ago
- A Large-scale Multimodal Dataset for recommender System☆104Updated last month
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆29Updated 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
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆32Updated this week
- (WWW'24) The first RS that tightly combines LLM with ID-based RS.☆111Updated 3 months ago
- ☆70Updated last month
- ☆22Updated 11 months ago
- ☆52Updated last year