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Update README.md

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@@ -8,6 +8,7 @@ tags:
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  - astrophysics
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  - high energy physics
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  - science
 
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  pretty_name: Astro-HEP Corpus
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  size_categories:
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  - 100K<n<1M
@@ -31,7 +32,8 @@ This table details the main columns of the dataset:
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  |*Day*|Day of the first publication of the parent article|
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  |*Position*|Position in the sequence of paragraphs in the article|
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- The Astro-HEP corpus served as training data for the <a target="_blank" rel="noopener noreferrer" href="https://huggingface.co/arnosimons/astro-hep-bert">Astro-HEP-BERT</a> model. For further insights into the corpus, the model, and the underlying research project (<a target="_blank" rel="noopener noreferrer" href="https://doi.org/10.3030/101044932" >Network Epistemology in Practice</a>) please refer to this paper [link coming soon].
 
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  <!-- <a target="_blank" rel="noopener noreferrer" href="">Astro-HEP-BERT paper</a>. -->
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  - astrophysics
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  - high energy physics
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  - science
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+ - arxiv
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  pretty_name: Astro-HEP Corpus
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  size_categories:
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  - 100K<n<1M
 
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  |*Day*|Day of the first publication of the parent article|
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  |*Position*|Position in the sequence of paragraphs in the article|
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+
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+ The primary purpose of the Astro-HEP Corpus, beyond its role as a training set for the for the <a target="_blank" rel="noopener noreferrer" href="https://huggingface.co/arnosimons/astro-hep-bert">Astro-HEP-BERT</a> model, lies in its use for analyzing the meaning of concepts in astrophysics and high energy physics. For further insights into the corpus, the model, and the underlying research project (<a target="_blank" rel="noopener noreferrer" href="https://doi.org/10.3030/101044932" >Network Epistemology in Practice</a>) please refer to this paper [link coming soon].
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  <!-- <a target="_blank" rel="noopener noreferrer" href="">Astro-HEP-BERT paper</a>. -->
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