wzf2000 / MACRecLinks
Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024
☆99Updated 6 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".☆135Updated 2 months ago
- ☆62Updated 2 years ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆102Updated last year
- ☆69Updated last year
- ☆149Updated last year
- ☆270Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆53Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆112Updated last year
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆88Updated 9 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆56Updated last year
- ☆15Updated 6 months ago
- The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".☆43Updated 5 months ago
- Large Language Model for Generative Recommendation☆73Updated last year
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆174Updated last year
- The latest paper list of large language model (LLM) for recommendation☆58Updated last year
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆309Updated 6 months ago
- ☆51Updated last year
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆37Updated 7 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆98Updated last year
- ☆23Updated 2 years ago
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆37Updated 6 months ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆44Updated last year
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆88Updated last year
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆95Updated 6 months 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
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆494Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆49Updated 10 months ago
- How to Index Item IDs for Recommendation Foundation Models☆88Updated 5 months ago
- ☆40Updated 2 years ago
- ☆82Updated last year