Update README.md

README.md

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 CosmoPaperQA is an evaluation dataset, designed to serve as a benchmark for RAG applications with cosmology papers, with an emphasis on testing for fetching, interprative and explanatory skills.
 Developed by Adrian Dimitrov (Cambridge).
 The information sources for the questions and ideal answers are these 5 papers:
-1) Planck 2018 results. VI. Cosmological parameters (https://arxiv.org/abs/1807.06209, https://doi.org/10.48550/arXiv.1807.06209)
-2) The CAMELS project: Cosmology and Astrophysics with MachinE Learning Simulations (https://arxiv.org/abs/2010.00619v2, https://doi.org/10.48550/arXiv.2010.00619)
-3) Cosmology with one galaxy? (https://arxiv.org/abs/2201.02202v1, https://doi.org/10.48550/arXiv.2201.02202)
-4) A 2.4% Determination of the Local Value of the Hubble Constant (https://arxiv.org/abs/1604.01424v3, https://doi.org/10.48550/arXiv.1604.01424) 
-5) The Atacama Cosmology Telescope: DR6 Constraints on Extended Cosmological Models (https://arxiv.org/abs/2503.14454v1, https://doi.org/10.48550/arXiv.2503.14454)
+1) [Planck Collaboration, Planck 2018 results. VI. Cosmological parameters, Astron.Astrophys. 641 (2020) A6](https://arxiv.org/abs/1807.06209v4)
+2) [Villaescusa-Navarro et al., The CAMELS project: Cosmology and Astrophysics with MachinE Learning Simulations, Astrophys.J. 915 (2021) 71](https://arxiv.org/abs/2010.00619v2)
+3) [Villaescusa-Navarro et al., Cosmology with one galaxy? Astrophys.J. 929 (2022) 2, 132](https://arxiv.org/abs/2201.02202v1)
+4) [Riess et al., A 2.4% Determination of the Local Value of the Hubble Constant, Astrophys.J. 826 (2016) 1, 56](https://arxiv.org/abs/1604.01424v3) 
+5) [Calabrese et al., The Atacama Cosmology Telescope: DR6 Constraints on Extended Cosmological Models, arXiv:2503.14454v1 (2025)](https://arxiv.org/abs/2503.14454v1)