wzf2000 / MACRec
Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024
☆69Updated 5 months ago
Alternatives and similar repositories for MACRec:
Users that are interested in MACRec are comparing it to the libraries listed below
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆90Updated 5 months ago
- ☆58Updated 7 months ago
- ☆127Updated 9 months ago
- ☆58Updated last year
- ☆45Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆87Updated 5 months ago
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆27Updated last week
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆68Updated 4 months ago
- Large Language Model for Generative Recommendation☆68Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆101Updated 7 months ago
- ☆24Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learning☆46Updated 8 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆96Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆44Updated 2 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆50Updated last year
- Yelp Simulator for WWW'25 AgentSociety Challenge☆74Updated 2 weeks ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆73Updated 2 years ago
- ☆12Updated 10 months ago
- ☆34Updated last year
- ☆234Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆73Updated last year
- The latest paper list of large language model (LLM) for recommendation☆54Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆29Updated 9 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆90Updated 6 months ago
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆34Updated 3 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆82Updated 2 months ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆37Updated 8 months ago
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆41Updated 3 months ago
- [ICLR 2025 Oral] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆63Updated 6 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmb☆27Updated last month