Human Resources

Brief Overview of TalentCLEF 2025
This paper presents a condensed overview of TalentCLEF 2025, the first community evaluation initiative focused on job and skill …
Luis Gasco, Hermenegildo Gabregat, Laura García-Sardiña, Daniel Deniz, Álvaro Rodrigo, Paula Estrella, Rabih Zbib
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Overview of the TalentCLEF 2025: Skill and Job Title Intelligence for Human Capital Management
Advances in natural language processing and large language models are driving a major transformation in Human Capital Management, with …
Luis Gasco, Hermenegildo Gabregat, Laura García-Sardiña, Daniel Deniz, Álvaro Rodrigo, Paula Estrella, Rabih Zbib
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TalentCLEF at CLEF2025: Skill and Job Title Intelligence for Human Capital Management
TalentCLEF introduces an innovative evaluation lab designed to foster the development of Natural Language Processing systems in the …
Luis Gasco, Hermenegildo Gabregat, Laura García-Sardiña, Daniel Deniz, Álvaro Rodrigo, Paula Estrella, Rabih Zbib
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Combined Unsupervised and Contrastive Learning for Multilingual Job Recommendation
The transformative power of artificial intelligence is revolutionizing the talent acquisition domain. Automatic job recommendation …
Daniel Deniz, Federico Retyk, Laura García-Sardiña, Hermenegildo Fabregat, Luis Gasco, Rabih Zbib
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MELO: An Evaluation Benchmark for Multilingual Entity Linking of Occupations
We present the Multilingual Entity Linking of Occupations (MELO) Benchmark, a new collection of 48 datasets for evaluating the linking …
Federico Retyk, Luis Gasco, Casimiro Pio Carrino, Daniel Deniz, Rabih Zbib
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