Articles liés à BERT-GPT Powered System for Human Resource Management:...

BERT-GPT Powered System for Human Resource Management: An Integrated Approach to Intelligent Resume: Resume Ranking and Question Generation Using Transformer Models - Couverture souple

Lekshmi P., Gadha; Sridev, V.; A., Govind

 
9789999328272: BERT-GPT Powered System for Human Resource Management: An Integrated Approach to Intelligent Resume: Resume Ranking and Question Generation Using Transformer Models
Couverture souple
ISBN 10 : 999932827X ISBN 13 : 9789999328272
Editeur : Eliva Press, 2025

Synopsis

In today's competitive job market, efficient talent acquisition is critical for organizations. This project presents an automated approach to streamline hiring processes by leveraging BERT and GPT-3 models. The system begins by analyzing user-provided job descriptions to extract required skills for specific roles, creating a skill vector for comparison. Resumes are then processed, and cosine similarity between the job description and each resume determines skill alignment. BERT enhances this analysis, yielding refined skill alignment scores. Candidates are ranked based on these scores. In today's competitive job market, efficient talent acquisition is critical for organizations. This project presents an automated approach to streamline hiring processes by leveraging BERT and GPT-3 models. The system begins by analyzing user-provided job descriptions to extract required skills for specific roles, creating a skill vector for comparison. Resumes are then processed, and cosine similarity between the job description and each resume determines skill alignment. BERT enhances this analysis, yielding refined skill alignment scores. Candidates are ranked based on these scores. To facilitate screening, the system generates interview questions using GPT-3, covering both qualitative and quantitative skills. This approach enhances the efficiency and objectivity of candidate evaluation, reducing manual effort and bias. By leveraging advanced language models, the system ensures consistent and standardized assessments, giving companies a competitive edge in identifying top talent while providing candidates with a fair evaluation process.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Eliva Press
Date d'édition
2025
Langue
anglais
ISBN 10 
999932827X
ISBN 13 
9789999328272
Reliure
Broché
Nombre de pages
55
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

Europaallee 1
Bad Hersfeld
36244
Allemagne