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README.md
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language:
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- en
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---
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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.
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Developed by Adrian Dimitrov, with supervision from Boris Bolliet.
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RAG for the questions are based on these 5 papers:
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1) Planck 2018 results. VI. Cosmological parameters (https://arxiv.org/abs/1807.06209, https://doi.org/10.48550/arXiv.1807.06209)
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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)
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3) Cosmology with one galaxy? (https://arxiv.org/abs/2201.02202v1, https://doi.org/10.48550/arXiv.2201.02202)
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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)
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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)
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