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