README.md

metadata

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).

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spacebert_CR

Model desciption

This is a 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 dataset is available for download and consists of 874 unique manual annotated ECSS requirements.

The notebookfor fine-tuning can be accessed in Google Colab:

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} }