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OccCANINE
Christianvedel/OccCANINE
OccCANINE is a text classification model from Christianvedel. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
OccCANINE is a version of CANINE which has been finetuned to automatically convert occupational descriptions into standardized HISCO codes using a CANINE model. This tool facilitates historical occupational data analy…
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- canine
- Access
- Public
- Created
- Feb 16, 2024
- Updated
- Apr 11, 2024
- SHA
- 9d134338
Model card
From the Hugging Face model README
Occupational CANINE: HISCO Classification Model
Overview
OccCANINE is a version of CANINE which has been finetuned to automatically convert occupational descriptions into standardized HISCO codes using a CANINE model. This tool facilitates historical occupational data analysis with over 90% accuracy across 13 languages.
See more on: GitHub.com/christianvedels/OccCANINE
Read the paper on arXiv: https://arxiv.org/abs/2402.13604
Key Features
- High Accuracy: Over 90% accuracy, recall, and precision.
- Multilingual Support: Trained on 14 million description-HISCO code pairs across 13 languages.
- Efficiency: Rapidly processes descriptions into HISCO codes.
Contribution and Support
Developed at the University of Southern Denmark by Christian Møller Dahl, Torben Johansen and Christian Vedel with contributions from various sources.
- Task
- Text Classification
- Library
- transformers
- Type
- canine
- License
- apache-2.0
- Languages
- ca, da, de, en, es, fr
- Created
- Feb 16, 2024
- Updated
- Apr 11, 2024