readme: ---
  language: en
  license: mit
  widget:
  - 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)."
  ---
  
  ---
  
  # spacescibert_CR
  
  ## Model desciption
  
  This is fine-tuned further SpaceSciBERT model 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 manual annotated ECSS requirements. 
  
  The notebookfor fine-tuning can be assesed in Google Colab:
  [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1EGh9bdxq6RqIzbvKuptAWvmIBG2EQJzJ?usp=sharing)
  
  ### BibTeX entry and citation info
  
  ```
  @ARTICLE{ 9548078,
  author={Berquand, Audrey and Darm, Paul and Riccardi, Annalisa},
  journal={IEEE Access},
  title={SpaceTransformers: Language Modeling for Space Systems},
  year={2021},
  volume={9},
  number={},
  pages={133111-133122},
  doi={10.1109/ACCESS.2021.3115659} }
  ```