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@@ -13,4 +13,14 @@ This is a re-edit from the Alloprof dataset (which can be found here : https://h
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  For more information about the data source and the features, please refer to the original dataset card made by the authors, along with their paper available here : https://arxiv.org/abs/2302.07738
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- This re-edition of the dataset is a preprocessed/filtered version of the original, **in a more ready-to-use format**. It has been made for easier usage in the MTEB benchmarking pipeline. (https://huggingface.co/spaces/mteb/leaderboard).
 
 
 
 
 
 
 
 
 
 
 
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  For more information about the data source and the features, please refer to the original dataset card made by the authors, along with their paper available here : https://arxiv.org/abs/2302.07738
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+ This re-edition of the dataset is a preprocessed/filtered version of the original, **in a more ready-to-use format**.
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+ It has been made for easier usage in the MTEB benchmarking pipeline. (https://huggingface.co/spaces/mteb/leaderboard).
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+ ### Usage
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+ To use the dataset, you need to specify the subset you want (documents or queries) when calling the load_dataset() method.
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+ For example, to get the queries use :
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+ ```py
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+ from datasets import load_dataset
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+ dataset = load_dataset("lyon-nlp/alloprof", "queries")
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+ ```