# Occupational CANINE: HISCO Classification Model

## Overview
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 fine-tuned CANINE model. This tool facilitates historical occupational data analysis with over 90% accuracy across 13 languages.

## 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.

## Usage
Suitable for researchers in economics and economic history and related disciplines, this model offers a streamlined solution for occupational data classification.

## Getting Started
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## Contribution and Support
Developed at the University of Southern Denmark by Christian Møller Dahl <cmd@sam.sdu.dk> and Christian Vedel Sørensen <christian-vs@sam.sdu.dk> with contributions from various sources.

## Acknowledgments
Thanks to all contributors and dataset providers.
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