Papers by Duc Duong Hoang
CareerPathKG: Knowledge Graph Integrated Framework for Career Intelligence (2026.eacl-industry)
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| Challenge: | a new framework for career orientation is needed to address the challenges of the labor market . a recent study found that traditional ML and large language models are brittle when faced with heterogeneous job descriptions . |
| Approach: | They propose a career-path knowledge graph-based recruitment framework to capture occupations, skill requirements and career transitions using standardized taxonomies enriched with job-posting data. |
| Outcome: | The proposed framework captures occupations, skill requirements, and career transitions using standardized taxonomies enriched with job-posting data. |