Hierarchical Classification of Transversal Skills in Job Advertisements Based on Sentence Embeddings

Hierarchical Classification of Transversal Skills in Job Advertisements Based on Sentence Embeddings

This paper proposes a classification methodology aimed at identifying correlations between job ad requirements and transversal skill sets, with a focus on predicting the necessary skills for individual job descriptions using a deep learning model. The approach involves data collection, preprocessing...

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Bibliographic Details
Main Authors: Florin Leon, Marius Gavrilescu, Sabina-Adriana Floria, Alina Adriana Minea
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Information
Subjects:
transversal skills
job ad analysis
deep learning models
ESCO skill classification
multi-language sentence embeddings
Online Access:https://www.mdpi.com/2078-2489/15/3/151

Internet

https://www.mdpi.com/2078-2489/15/3/151

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