Update README.md

README.md

@@ -75,10 +75,15 @@ Discover more at [**CloudFerro AI services**](https://cloudferro.com/ai/).
 
 
 ## Authors
-[**Marcin Kluczek (CloudFerro)**](https://www.linkedin.com/in/marcin-kluczek-03852a1a8/), [**Mikolaj Czerkawski (Φ-lab, European Space Agency)**](https://mikonvergence.github.io), [**Jędrzej S. Bojanowski (CloudFerro)**](https://www.linkedin.com/in/j%C4%99drzej-s-bojanowski-a5059872/)
+[**Mikolaj Czerkawski**](https://mikonvergence.github.io) (Φ-lab, European Space Agency), [**Marcin Kluczek**](https://www.linkedin.com/in/marcin-kluczek-03852a1a8/) (CloudFerro), [**Jędrzej S. Bojanowski**](https://www.linkedin.com/in/j%C4%99drzej-s-bojanowski-a5059872/) (CloudFerro)
 
 ## Open Access Manuscript
 
+This dataset is an output from the embedding expansion project outlined in: [https://arxiv.org/abs/2412.05600/](https://arxiv.org/abs/2412.05600/).
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+[![arXiv](https://img.shields.io/badge/arXiv-10.48550/arXiv.2412.05600-B31B1B.svg)](https://doi.org/10.48550/arXiv.2412.05600)
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 This dataset is an output from the embedding expansion project outlined in: [https://arxiv.org/abs/2412.05600/](https://arxiv.org/abs/2412.05600/).
 <details>
 <summary>Read Abstract</summary>