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README.md

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 This dataset contains all the text annotations we collected and parsed from UniProt Swiss-Prot February 2023 and used to train PAIR from the paper "Boosting the Predictive Power of Protein Representations with a Corpus of Text Annotations". You can read more details about PAIR [here](https://www.biorxiv.org/content/10.1101/2024.07.22.604688v2.abstract).
 
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+<img src="https://huggingface.co/datasets/mskrt/PAIR/blob/main/pair_data_fig.png" alt="drawing" style="width:400px;"/>
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 # Dataset Details
 
 ### Dataset Description
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 ### Dataset Sources
 
-- [**Repository:**](https://github.com/h4duan/PAIR)
-- [**Pre-print:**](https://www.biorxiv.org/content/10.1101/2024.07.22.604688v2.abstract)
-- [**Model checkpoints:**](https://huggingface.co/h4duan)
+- [**Repository**](https://github.com/h4duan/PAIR)
+- [**Pre-print**](https://www.biorxiv.org/content/10.1101/2024.07.22.604688v2.abstract)
+- [**Model checkpoints**](https://huggingface.co/h4duan)
 
 ## Uses