williamliujl / LLMRec
☆58Updated last year
Alternatives and similar repositories for LLMRec:
Users that are interested in LLMRec are comparing it to the libraries listed below
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆70Updated 9 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆45Updated 11 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆79Updated 3 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆71Updated last year
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆32Updated last month
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆86Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learning☆39Updated 6 months ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆41Updated 3 weeks ago
- Large Language Model for Generative Recommendation☆60Updated 11 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆74Updated 3 months ago
- ☆32Updated last year
- ☆24Updated last year
- ☆116Updated 7 months ago
- Recommender systems with large language models (Paper list)☆57Updated last year
- ☆55Updated 5 months ago
- How to Index Item IDs for Recommendation Foundation Models☆64Updated last year
- ☆219Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆84Updated 5 months ago
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆47Updated last year
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆132Updated last year
- ☆61Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆80Updated 4 months ago
- (WWW'24) The first RS that tightly combines LLM with ID-based RS.☆128Updated 6 months ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆29Updated 6 months ago
- ☆42Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆28Updated last month
- implementation code for 'PLATE: A Prompt-Enhanced Paradigm for Multi-Scenario Recommendations' in SIGIR 2023☆14Updated 4 months ago
- UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation☆25Updated 11 months ago
- ☆113Updated last year
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Updated last year