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license: mpl-2.0
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---
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---
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license: mpl-2.0
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---
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### CosmicRoBERTa
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This model is a further pre-trained version of RoBERTa on a domain-specific corpus, including abstracts from the NTRS library, abstracts from SCOPUS etc...
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The further pre-training corpus includes publications abstracts, books, and Wikipedia pages related to space systems. Corpus size is 14.3 GB. SpaceRoBERTa was further pre-trained on this domain-specific corpus from [RoBERTa-Base](https://huggingface.co/roberta-base). In our paper, it is then fine-tuned for a Concept Recognition task.
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### BibTeX entry and citation info
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```
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@ARTICLE{
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9548078,
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author={Berquand, Audrey and Darm, Paul and Riccardi, Annalisa},
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journal={IEEE Access},
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title={SpaceTransformers: Language Modeling for Space Systems},
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year={2021},
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volume={9},
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number={},
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pages={133111-133122},
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doi={10.1109/ACCESS.2021.3115659}
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}
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```
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