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Christianvedel/
OccCANINE

Name: OccCANINE
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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.

Christianvedel/OccCANINE

Occupational CANINE: HISCO Classification Model

Overview

Key Features

Contribution and Support

Christianvedel/
OccCANINE