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  - **Homepage: https://cupid.kixlab.org**
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  - **Repository: https://github.com/kixlab/CUPID**
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  - **Benchmark Dataset: https://huggingface.co/datasets/kixlab/CUPID**
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- - **Paper: https://arxiv.org/abs/XXXX.XXXXX**
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  - **Point of Contact: taesoo.kim@kaist.ac.kr**
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  # TL; DR
@@ -104,7 +104,7 @@ If you find our work useful, please consider citing our paper!
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  @article{kim2025cupid,
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  title = {CUPID: Evaluating Personalized and Contextualized Alignment of LLMs from Interactions},
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  author = {Kim, Tae Soo and Lee, Yoonjoo and Park, Yoonah and Kim, Jiho and Kim, Young-Ho and Kim, Juho},
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- journal = {arXiv preprint arXiv:XXXX.YYYYY},
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  year = {2025},
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  }
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  ```
 
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  - **Homepage: https://cupid.kixlab.org**
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  - **Repository: https://github.com/kixlab/CUPID**
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  - **Benchmark Dataset: https://huggingface.co/datasets/kixlab/CUPID**
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+ - **Paper: https://arxiv.org/abs/2508.01674**
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  - **Point of Contact: taesoo.kim@kaist.ac.kr**
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  # TL; DR
 
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  @article{kim2025cupid,
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  title = {CUPID: Evaluating Personalized and Contextualized Alignment of LLMs from Interactions},
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  author = {Kim, Tae Soo and Lee, Yoonjoo and Park, Yoonah and Kim, Jiho and Kim, Young-Ho and Kim, Juho},
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+ journal = {arXiv preprint arXiv:2508.01674},
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  year = {2025},
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  }
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  ```