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@@ -39,7 +39,7 @@ To reproduce the results on our VaL Probing, see the guidance in [https://github
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  ## Real-World Long-Context Tasks
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- To reproduce the results on our VaL Probing, see the guidance in [https://github.com/microsoft/FILM/tree/main/real_world_long](https://github.com/microsoft/FILM/tree/main/real_world_long).
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  <p align="center">
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  <img src="./figures/real_world_long.png" width="800">
@@ -48,7 +48,7 @@ To reproduce the results on our VaL Probing, see the guidance in [https://github
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  ## Short-Context Tasks
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- To reproduce the results on our VaL Probing, see the guidance in [https://github.com/microsoft/FILM/tree/main/short_tasks](https://github.com/microsoft/FILM/tree/main/short_tasks).
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  <p align="center">
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  <img src="./figures/short.png" width="800">
 
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  ## Real-World Long-Context Tasks
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+ To reproduce the results on real-world long-context tasks, see the guidance in [https://github.com/microsoft/FILM/tree/main/real_world_long](https://github.com/microsoft/FILM/tree/main/real_world_long).
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  <p align="center">
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  <img src="./figures/real_world_long.png" width="800">
 
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  ## Short-Context Tasks
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+ To reproduce the results on short-context tasks, see the guidance in [https://github.com/microsoft/FILM/tree/main/short_tasks](https://github.com/microsoft/FILM/tree/main/short_tasks).
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  <p align="center">
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  <img src="./figures/short.png" width="800">