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Xlm Roberta Base Finetuned Nace
A text classification model fine-tuned based on xlm-roberta-base, used to classify enterprise activity descriptions into the NACE Rev. 2 code system
Downloads 92
Release Time : 3/2/2022
Model Overview
This model can classify multilingual enterprise activity description texts into the NACE Rev. 2 industry classification code system, supporting processing in multiple European languages.
Model Features
Multilingual Support
Supports processing in multiple European languages, including Norwegian, Danish, English, German, Spanish, French, Finnish, and Polish
Large-Scale Training Data
Fine-tuned based on 2.5 million activity description data points from Norwegian and Danish enterprises
Industry Classification Capability
Accurately classifies enterprise activity descriptions into the NACE Rev. 2 industry classification system
Model Capabilities
Multilingual Text Classification
Enterprise Activity Description Analysis
Automatic Industry Code Labeling
Use Cases
Enterprise Data Classification
Automatic Classification of Enterprise Registration Information
Automatically classifies activity descriptions provided during enterprise registration into standard industry codes
Improves the efficiency of enterprise registration processes and ensures the accuracy of industry classification
Economic Statistical Data Analysis
Used by governments or research institutions to standardize industry classification of economic data
Enhances the consistency and comparability of statistical data
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