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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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BioASQ at CLEF2024: The Twelfth Edition of the Large-Scale Biomedical Semantic Indexing and Question Answering Challenge
The large-scale biomedical semantic indexing and question-answering challenge (BioASQ) aims at the continuous advancement of methods …
Anastasios Nentidis, Anastasia Krithara, Georgios Paliouras, Luis Gasco, Martin Krallinger, Salvador Lima, Eulalia Farre, Natalia Loukachevitch, Vera Davydova, Elena Tutubalina
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Clinlinker: Medical entity linking of clinical concept mentions in spanish
Advances in natural language processing techniques, such as named entity recognition and normalization to widely used standardized …
Fernando Gallego, Guillermo Lopez-García, Luis Gasco, Martin Krallinguer, Francisco J. Veredas
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Overview of SympTEMIST at BioCreative VIII: corpus, guidelines and evaluation of systems for the detection and normalization of symptoms, signs and findings from text
Recent advances in NLP techniques, the use of large language models and Transformers are showing promising results for processing …
Salvador Lima-López, Eulàlia Farré-Maduell, Luis Gasco, Jan Rodríguez-Miret, Martin Krallinger
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BioASQ at CLEF2022: the tenth edition of the large-scale biomedical semantic indexing and question answering challenge
The tenth version of the BioASQ Challenge will be held as an evaluation Lab within CLEF2022. The motivation driving BioASQ is the …
Anastasios Nentidis, Anastasia Krithara, Georgios Paliouras, Luis Gasco, Martin Krallinger
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Overview of BioASQ 2022: the tenth BioASQ challenge on large-scale biomedical semantic indexing and question answering
This paper presents an overview of the tenth edition of the BioASQ challenge in the context of the Conference and Labs of the …
Anastasios Nentidis, Georgios Katsimpras, Eirini Vandorou, Anastasia Krithara, Antonio Miranda-Escalada, Luis Gasco, Martin Krallinger, Georgios Paliouras
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