4 papers
TalentCLEF at CLEF2026: Skill and Job Title Intelligence for Human Capital Management
Luis Gasco, Hermenegildo Fabregat, Laura GarcÃa-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…
InterPilot: Exploring the Design Space of AI-assisted Job Interview Support for HR Professionals
Zhengtao Xu, Zimo Xia, Zicheng Zhu +5
Recruitment interviews are cognitively demanding interactions in which interviewers must simultaneously listen, evaluate candidates, take notes, and formulate follow-up questions.…
JobResQA: A Benchmark for LLM Machine Reading Comprehension on Multilingual Résumés and JDs
Casimiro Pio Carrino, Paula Estrella, Rabih Zbib +2
We introduce JobResQA, a multilingual Question Answering benchmark for evaluating Machine Reading Comprehension (MRC) capabilities of LLMs on HR-specific tasks involving résumés…
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…