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README.md

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 ## Dataset Description
 
-The **CogText** dataset is a curated collection of abstracts about cognitive tasks and constructs from PubMed. This dataset contains the original abstracts and their corresponding embeddings.
+The **CogText** dataset is a curated collection of abstracts about cognitive tasks and constructs from PubMed.
+This dataset contains the original abstracts and their corresponding embeddings.
 Please visit [CogText on GitHub](https://github.com/morteza/cogtext) for the details and codes.
 
 - **Homepage:** https://github.com/morteza/cogtext
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 ### Dataset Summary
 
-The CogText 2021 dataset was collected in December 2021 contains 385,705 distinct scientific articles. Each entry comprises the title, abstract, relevant metadata, and embeddings. The articles were curated for their significance to cognitive control constructs and associated tasks.
+The 2021 dataset, collected in December 2021, contains 385,705 distinct scientific articles, featuring their title, abstract, relevant metadata, and embeddings.
+The articles were specifically selected for their relevance to cognitive control constructs and associated tasks.
 
 ### Supported Tasks and Leaderboards