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@@ -412,20 +412,19 @@ Each task has 128 dev samples under the validation split.
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  **BibTeX:**
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  ```BibTeX
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- @misc{fu2024isobench,
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  title={{I}so{B}ench: Benchmarking Multimodal Foundation Models on Isomorphic Representations},
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- author={Deqing Fu$^*$ and Ghazal Khalighinejad$^*$ and Ollie Liu$^*$ and Bhuwan Dhingra and Dani Yogatama and Robin Jia and Willie Neiswanger},
 
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  year={2024},
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- eprint={2404.01266},
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- archivePrefix={arXiv},
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- primaryClass={cs.AI}
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  }
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  ```
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  **Chicago Style:**
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- Deqing Fu<sup>\*</sup>, Ghazal Khalighinejad<sup>\*</sup>, Ollie Liu<sup>\*</sup>, Bhuwan Dhingra, Dani Yogatama, Robin Jia, and Willie Neiswanger. "IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations." arXiv preprint arXiv:2404.01266 (2024).
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  ## Contact
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  **BibTeX:**
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  ```BibTeX
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+ @inproceedings{fu2024isobench,
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  title={{I}so{B}ench: Benchmarking Multimodal Foundation Models on Isomorphic Representations},
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+ author={Deqing Fu and Ruohao Guo and Ghazal Khalighinejad and Ollie Liu and Bhuwan Dhingra and Dani Yogatama and Robin Jia and Willie Neiswanger},
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+ booktitle={First Conference on Language Modeling (COLM)},
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  year={2024},
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+ note={First four authors contributed equally.}
 
 
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  }
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  ```
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  **Chicago Style:**
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+ Deqing Fu<sup>\*</sup>, Ruohao Guo<sup>\*</sup>, Ghazal Khalighinejad<sup>\*</sup>, Ollie Liu<sup>\*</sup>, Bhuwan Dhingra, Dani Yogatama, Robin Jia, and Willie Neiswanger. "IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations." arXiv preprint arXiv:2404.01266 (2024).
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  ## Contact
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