| | --- |
| | base_model: |
| | - google/gemma-2-2b-it |
| | library_name: transformers |
| | license: mit |
| | pipeline_tag: text-generation |
| | --- |
| | |
| | # R<sup>2</sup>ec: Towards Large Recommender Models with Reasoning |
| |
|
| | R<sup>2</sup>ec is a large recommender model with reasoning, generating both natural language rationales and ranked item predictions. |
| | The model is fine-tuned with reinforcement learning to enhance its reasoning capabilities for more effective recommendations. |
| |
|
| | <p align="center"> |
| | <a href="https://arxiv.org/pdf/2505.16994"><b>Paper Link</b>👁️</a> |
| | </p> |
| |
|
| |
|
| | ## Sources |
| |
|
| | - **Repository:** https://github.com/YRYangang/RRec |
| | - **Paper:** https://arxiv.org/abs/2505.16994 |
| |
|
| | ## Licence |
| | This code repository is licensed under MIT License. |
| | The use of R<sup>2</sup>ec models is also subject to MIT License. |
| | R<sup>2</sup>ec series support commercial use and distillation. |
| |
|
| | ## Citation |
| |
|
| | ``` |
| | @misc{you2025r2ec, |
| | title={$\text{R}^2\text{ec}$: Towards Large Recommender Models with Reasoning}, |
| | author={Runyang You and Yongqi Li and Xinyu Lin and Xin Zhang and Wenjie Wang and Wenjie Li and Liqiang Nie}, |
| | year={2025}, |
| | eprint={2505.16994}, |
| | archivePrefix={arXiv}, |
| | primaryClass={cs.IR} |
| | } |
| | ``` |
