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language: en |
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license: mit |
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widget: |
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- text: "The CubeSat RF design shall either have one RF inhibit and a RF power output no greater than 1.5W at the transmitter antenna's RF input OR the CubeSat shall have a minimum of two independent RF inhibits (CDS 3.3.9) (ISO 5.5.6)." |
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# spaceroberta_CR |
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## Model desciption |
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This is fine-tuned SpaceSciBERT model, for a Concept Recognition task, from the SpaceTransformers model family presented in SpaceTransformers: Language Modeling for Space Systems. The original Git repo is strath-ace/smart-nlp. The [fine-tuning](https://github.com/strath-ace/smart-nlp/blob/master/SpaceTransformers/CR/CR_ECSS_dataset.json) dataset is available for download and consists of 874 unique manually annotated ECSS requirements. |
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The notebook for fine-tuning can be accessed in Google Colab: |
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[](https://colab.research.google.com/drive/1EGh9bdxq6RqIzbvKuptAWvmIBG2EQJzJ?usp=sharing) |
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### BibTeX entry and citation info |
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``` |
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@ARTICLE{ 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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``` |
