wzf2000 / MACRecLinks
Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024
☆78Updated 3 weeks ago
Alternatives and similar repositories for MACRec
Users that are interested in MACRec are comparing it to the libraries listed below
Sorting:
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆102Updated 8 months ago
- ☆61Updated 9 months ago
- ☆137Updated 11 months ago
- ☆59Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learning☆52Updated 10 months ago
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆31Updated 2 months ago
- Large Language Model for Generative Recommendation☆71Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆80Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆100Updated last year
- ☆247Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆92Updated 7 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆50Updated last year
- ☆48Updated last year
- The latest paper list of large language model (LLM) for recommendation☆57Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆76Updated 2 years ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆95Updated 8 months ago
- The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".☆29Updated last week
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆44Updated 5 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmb☆34Updated 3 months ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆38Updated 10 months ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆77Updated 6 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆86Updated 4 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆129Updated 9 months ago
- ☆24Updated last year
- A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289☆93Updated 3 weeks ago
- ☆26Updated 2 months ago
- ☆41Updated last year
- The code of AAAI'24 paper GLRec: Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations☆37Updated last year
- ☆35Updated last year
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆140Updated 2 years ago