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cs.CL2026

TalentCLEF at CLEF2026: Skill and Job Title Intelligence for Human Capital Management

Luis Gasco, Hermenegildo Fabregat, Laura García-Sardiña +5

This paper presents the second edition of the TalentCLEF Challenge, which will run as an evaluation lab as part of CLEF 2026. The aim of TalentCLEF is to promote the development of…

cs.CL2026

Overview of the TalentCLEF 2026: Skill and Job Title Intelligence for Human Capital Management

Luis Gasco, Hermenegildo Fabregat, Laura García-Sardiña +8

This paper presents an overview of the second edition of the TalentCLEF challenge, organized as a Lab at the Conference and Labs of the Evaluation Forum (CLEF) 2026. TalentCLEF is…

cs.CL2025

Overview of the TalentCLEF 2025: Skill and Job Title Intelligence for Human Capital Management

Luis Gasco, Hermenegildo Fabregat, Laura García-Sardiña +4

Advances in natural language processing and large language models are driving a major transformation in Human Capital Management, with a growing interest in building smart systems…

cs.CL2024

MELO: An Evaluation Benchmark for Multilingual Entity Linking of Occupations

Federico Retyk, Luis Gasco, Casimiro Pio Carrino +2

We present the Multilingual Entity Linking of Occupations (MELO) Benchmark, a new collection of 48 datasets for evaluating the linking of entity mentions in 21 languages to the ESC…

cs.CL2023

Overview of BioASQ 2023: The eleventh BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering

Anastasios Nentidis, Georgios Katsimpras, Anastasia Krithara +5

This is an overview of the eleventh edition of the BioASQ challenge in the context of the Conference and Labs of the Evaluation Forum (CLEF) 2023. BioASQ is a series of internation…