Model: ICILS/xlm-r-icils-ilo
Author: ICILS
Pipeline: text-classification
Library: transformers
Tags: transformers, tensorboard, safetensors, xlm-roberta, text-classification, ISCO, ESCO, occupation coding, ICILS, da, de, en, es, fi, fr, it, kk, ko, kz, pt, ro, ru, sv, dataset:ICILS/multilingual_parental_occupations, base_model:jjzha/esco-xlm-roberta-large, base_model:finetune:jjzha/esco-xlm-roberta-large, doi:10.57967/hf/3556, license:mit, model-index, endpoints_compatible, region:us
Base models (finetune): id: jjzha/esco-xlm-roberta-large
Card metadata: extra_gated_prompt: You agree to adhere to all terms and conditions for using the model as specified by the IEA License Agreement.
extra_gated_fields: Company: text
Country: country
Specific date: date_picker
I want to use this model for: type: select
options: Research, Education, label: Other
value: other
I agree to use this model for non-commercial use ONLY: checkbox
I agree to not redistribute the data or share access credentials: checkbox
I agree to cite the IEA model source in any publications or presentations: checkbox
I understand that ICILS is a registered trademark of IEA and is protected by trademark law: checkbox
I agree that the use of the model for assessments or learning materials requires prior notice to IEA: checkbox
license: mit
base_model: jjzha/esco-xlm-roberta-large
datasets: ICILS/multilingual_parental_occupations
pipeline_tag: text-classification
metrics: accuracy, danieldux/isco_hierarchical_accuracy
widget: text: She is a beautition at hair and beauty. She owns a hair and beauty salon
example_title: Example 1
output: label: 5142 Beauticians and Related Workers
score: 0.6173302531242371, text: Retired. Doesn't work anymore.
example_title: Example 2, text: Ingeniero civil. ayuda en construcciones
example_title: Example 3
tags: ISCO, ESCO, occupation coding, ICILS
language: da, de, en, es, fi, fr, it, kk, ko, kz, pt, ro, ru, sv
model-index: name: xlm-r-icils-ilo
results: task: name: Text Classification
type: text-classification
dataset: name: ICILS/multilingual_parental_occupations
type: ICILS/multilingual_parental_occupations
config: icils
split: test
args: icils
metrics: name: Accuracy
type: accuracy
value: 0.6285
verified: no, name: ISCO Hierarchical Accuracy
type: danieldux/isco_hierarchical_accuracy
value: 0.95
verified: no
library_name: transformers
Likes: 1 | All-time downloads: 279
Created: 2024-03-31 00:56:00