TalentCLEF 2026

TalentCLEF 2026 overview: NLP benchmarks for job-person matching and skill classification

The second edition of TalentCLEF, a shared evaluation challenge at CLEF 2026, introduced two tasks: contextualized job-person matching (English and Spanish) and job-skill matching with skill type classification. The challenge attracted 113 registered teams and over 400 submissions, indicating significant community interest in NLP benchmarks for Human Capital Management. The paper describes datasets, evaluation settings, and results across participating teams.