wzf2000 / MACRecLinks
Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024
☆94Updated 5 months 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".☆132Updated 2 months ago
- ☆145Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learning☆56Updated last year
- ☆62Updated 2 years ago
- ☆68Updated last year
- The latest paper list of large language model (LLM) for recommendation☆58Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆101Updated last year
- ☆51Updated last year
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆173Updated last year
- ☆23Updated 2 years ago
- ☆266Updated last year
- Large Language Model for Generative Recommendation☆73Updated last year
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆37Updated 7 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆111Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆87Updated 4 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆88Updated 9 months ago
- [TMLR 2025] A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289☆117Updated 2 months ago
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆36Updated 5 months ago
- ☆47Updated last month
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆53Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆40Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆176Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆49Updated 9 months ago
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆94Updated 6 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆98Updated last year
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆307Updated 6 months ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆88Updated 11 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆86Updated 2 years ago
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆56Updated 2 years ago
- ☆15Updated 5 months ago