Jaime Collado-Montañez

According to our database, Jaime Collado-Montañez authored at least 12 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Data augmentation based on large language models for radiological report classification.

Jaime Collado-Montañez, María Teresa Martín Valdivia, Eugenio Martínez-Cámara

Knowl. Based Syst., 2025

2024

Automatic text classification of prostate cancer malignancy scores in radiology reports using NLP models.

Jaime Collado-Montañez, Pilar López-Úbeda, Mariia Chizhikova, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, Teodoro Martín-Noguerol, Antonio Luna, María Teresa Martín Valdivia

Medical Biol. Eng. Comput., November, 2024

Separating Linguistic Competence from Factual Knowledge in Large Language Models.

Jaime Collado-Montañez

Proceedings of the Doctoral Symposium on Natural Language Processing (NLP-DS 2024) held as part of the XL edition of the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

SINAI at CheckThat! 2024: Transformer-based Approaches for Check-Worthiness Classification.

Sergiu Stoia, Jaime Collado-Montañez, Cristian Ibáñez-Bautista, Arturo Montejo-Ráez, María Teresa Martín-Valdivia, Manuel Carlos Díaz-Galiano

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023

CARES: A Corpus for classification of Spanish Radiological reports.

Mariia Chizhikova, Pilar López-Úbeda, Jaime Collado-Montañez, Teodoro Martín-Noguerol, Manuel Carlos Díaz-Galiano, Antonio Luna, Luis Alfonso Ureña López, María Teresa Martín Valdivia

Comput. Biol. Medicine, March, 2023

SINAI@MEDDOPLACE: Detecting, Normalizing, and Classifying Places and Related Information in Spanish Medical Texts.

Mariia Chizhikova, Jaime Collado-Montañez, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín Valdivia

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Coming a Long Way with Pre-Trained Transformers and String Matching Techniques: Clinical Procedure Mention Recognition and Normalization.

Mariia Chizhikova, Jaime Collado-Montañez, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín-Valdivia

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022

Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models.

Flor Miriam Plaza del Arco, Jaime Collado-Montañez, Luis Alfonso Ureña López, María Teresa Martín Valdivia

Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, 2022

ALIADA: Artificial Intelligence-based language applications for the detection of aggressiveness in social networks.

José-Alberto Mesa-Murgado, Flor Miriam Plaza del Arco, Jaime Collado-Montañez, Luis Alfonso Ureña López, María Teresa Martín-Valdivia

Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

SINAI at LivingNER Shared Task 2022: Species Mention Recognition and Normalization Using Transfer Learning and String Matching Techniques.

Mariia Chizhikova, Jaime Collado-Montañez, Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín-Valdivia

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

SINAI at CLEF 2022: Leveraging biomedical transformers to detect and normalize disease mentions.

Mariia Chizhikova, Jaime Collado-Montañez, Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín Valdivia

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2020

The Text Complexity Library.

Rocío López-Anguita, Jaime Collado-Montañez, Arturo Montejo-Ráez

Proces. del Leng. Natural, 2020