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--- |
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license: apache-2.0 |
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language: |
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- ca |
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- da |
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- de |
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- en |
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- es |
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- fr |
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- nl |
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- el |
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- is |
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- it |
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- 'no' |
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- pt |
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- sv |
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pipeline_tag: text-classification |
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--- |
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# Occupational CANINE: HISCO Classification Model |
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## Overview |
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OccCANINE is a version of [CANINE](https://huggingface.co/google/canine-s) 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. |
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See more on: [GitHub.com/christianvedels/OccCANINE](https://github.com/christianvedels/OccCANINE) |
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Read the paper on arXiv: [https://arxiv.org/abs/2402.13604](https://arxiv.org/abs/2402.13604) |
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## Key Features |
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- **High Accuracy**: Over 90% accuracy, recall, and precision. |
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- **Multilingual Support**: Trained on 14 million description-HISCO code pairs across 13 languages. |
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- **Efficiency**: Rapidly processes descriptions into HISCO codes. |
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## Contribution and Support |
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Developed at the University of Southern Denmark by Christian Møller Dahl, Torben Johansen and Christian Vedel with contributions from various sources. |
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