Update README.md

README.md

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 ### Dataset Summary
 
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+The dataset consists of 385,705 unique scientific texts that were retrieved from PubMed in December 2021. Each item includes title, abstract, some metadata,
+and embeddings generated by both GPT-3 and Top2Vec. These texts were selected based on their relevance to the cognitive control constructs or related tasks.
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 ### Supported Tasks and Leaderboards
 
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+Topic Modeling, Text Embedding
 
 ### Languages
 
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 ### Data Instances
 
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+522,972 scientific articles, of which 385,705 are unique.
 
 ### Data Fields
 
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-#### Who are the source language producers?
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 ### Annotations
 
 #### Annotation process
 
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-#### Who are the annotators?
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 ### Personal and Sensitive Information
 
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+### Acknowledgments
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+This research was supported by the Luxembourg National Research Fund (ATTRACT/2016/ID/11242114/DIGILEARN and INTER Mobility/2017-2/ID/11765868/ULALA).
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 ### Citation Information
 
 To cite the paper use the following entry: