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spacebert_CR
icelab/spacebert_CR
spacebert_CR is a token classification model from icelab. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as mit.
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.bin436 MB · 100%
At a glance
- Task
- Token Classification
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Sep 29, 2022
- SHA
- 799c6a79
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Model card
From the Hugging Face model README
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} }
- Task
- Token Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Languages
- en
- Created
- Mar 2, 2022
- Updated
- Sep 29, 2022