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@@ -28,10 +28,6 @@ vision task, text task, layout task, and mixed task. We show the task prompts (l
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  (joint text-layout reconstruction, visual text recognition, layout modeling, and masked autoencoding) and two example supervised objectives
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  (question answering and layout analysis).
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- <p align="center">
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- <img align="middle" width="800" src="assets/udop.png"/>
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- </p>
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-
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  ## Install
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  ### Setup `python` environment
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  ```
 
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  (joint text-layout reconstruction, visual text recognition, layout modeling, and masked autoencoding) and two example supervised objectives
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  (question answering and layout analysis).
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  ## Install
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  ### Setup `python` environment
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  ```