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@@ -140,6 +140,15 @@ class ColInternVL2Retriever(BaseRetriever):
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  ## Citation
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  ```
 
 
 
 
 
 
 
 
 
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  @article{chen2024lora,
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  title={LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding},
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  author={Chen, Jian and Zhang, Ruiyi and Zhou, Yufan and Yu, Tong and Dernoncourt, Franck and Gu, Jiuxiang and Rossi, Ryan A and Chen, Changyou and Sun, Tong},
 
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  ## Citation
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  ```
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+ @inproceedings{
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+ chen2025svrag,
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+ title={{SV}-{RAG}: Lo{RA}-Contextualizing Adaptation of {MLLM}s for Long Document Understanding},
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+ author={Jian Chen and Ruiyi Zhang and Yufan Zhou and Tong Yu and Franck Dernoncourt and Jiuxiang Gu and Ryan A. Rossi and Changyou Chen and Tong Sun},
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+ booktitle={The Thirteenth International Conference on Learning Representations},
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+ year={2025},
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+ url={https://openreview.net/forum?id=FDaHjwInXO}
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+ }
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+
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  @article{chen2024lora,
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  title={LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding},
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  author={Chen, Jian and Zhang, Ruiyi and Zhou, Yufan and Yu, Tong and Dernoncourt, Franck and Gu, Jiuxiang and Rossi, Ryan A and Chen, Changyou and Sun, Tong},