Jaime Collado-Montañez

18 papers Journal 6Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Data augmentation based on large language models for radiological report classification.
Knowl. Based Syst.
Jaime Collado-Montañez, María Teresa Martín Valdivia, Eugenio Martínez-Cámara
2025 J jnl
Overview of PastReader at IberLEF 2025: Transcribing Texts From the Past.
Proces. del Leng. Natural
Arturo Montejo-Ráez, Elena Sánchez Nogales, Gloria Expósito Álvarez, Luis Alfonso Ureña López, María Teresa Martín-Valdivia, Jaime Collado-Montañez, Manuel Carlos Díaz-Galiano, Isabel Cabrera De Castro, Maria Victoria Cantero Romero, Rocío Ortuño Casanova
2025 — conf
Product Review Simulation using a Multi-Agent System.
SEPLN-PD
Fabián Suárez Maroto, Jaime Collado-Montañez, Arturo Montejo-Ráez
2025 — conf
SINAI in SimpleText CLEF 2025: Simplifying Biomedical Scientific Texts and Identifying Hallucinations Using GPT-4.1 and Pattern Detection.
CLEF (Working Notes)
Jaime Collado-Montañez, Jenny Alexandra Ortiz Zambrano, César Espin-Riofrio, Arturo Montejo-Ráez
2025 — conf
SINAI team at QuantumCLEF 2025: Quantum Feature Selection Based on Energy with D-Wave.
CLEF (Working Notes)
Lucas Molino-Piñar, Jaime Collado-Montañez, Arturo Montejo-Ráez
2025 — conf
Separating Linguistic Competence from Factual Knowledge in Large Language Models.
PLN-DS@SEPLN
Jaime Collado-Montañez
2025 J jnl
Towards Fundamental Language Models: Does Linguistic Competence Scale with Model Size?
CoRR
Jaime Collado-Montañez, Luis Alfonso Ureña López, Arturo Montejo-Ráez
2024 J jnl
Automatic text classification of prostate cancer malignancy scores in radiology reports using NLP models.
Medical Biol. Eng. Comput.
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
2024 — conf
SINAI at CheckThat! 2024: Transformer-based Approaches for Check-Worthiness Classification.
CLEF (Working Notes)
Sergiu Stoia, Jaime Collado-Montañez, Cristian Ibáñez-Bautista, Arturo Montejo-Ráez, María Teresa Martín-Valdivia, Manuel Carlos Díaz-Galiano
2024 — conf
Separating Linguistic Competence from Factual Knowledge in Large Language Models.
NLP-DS@SEPLN
Jaime Collado-Montañez
2023 J jnl
CARES: A Corpus for classification of Spanish Radiological reports.
Comput. Biol. Medicine
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
2023 — conf
Coming a Long Way with Pre-Trained Transformers and String Matching Techniques: Clinical Procedure Mention Recognition and Normalization.
CLEF (Working Notes)
Mariia Chizhikova, Jaime Collado-Montañez, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín-Valdivia
2023 — conf
SINAI@MEDDOPLACE: Detecting, Normalizing, and Classifying Places and Related Information in Spanish Medical Texts.
IberLEF@SEPLN
Mariia Chizhikova, Jaime Collado-Montañez, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín Valdivia
2022 — conf
ALIADA: Artificial Intelligence-based language applications for the detection of aggressiveness in social networks.
SEPLN (Projects and Demonstrations)
José-Alberto Mesa-Murgado, Flor Miriam Plaza del Arco, Jaime Collado-Montañez, Luis Alfonso Ureña López, María Teresa Martín-Valdivia
2022 — conf
Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models.
WASSA@ACL
Flor Miriam Plaza del Arco, Jaime Collado-Montañez, Luis Alfonso Ureña López, María Teresa Martín Valdivia
2022 — conf
SINAI at CLEF 2022: Leveraging biomedical transformers to detect and normalize disease mentions.
CLEF (Working Notes)
Mariia Chizhikova, Jaime Collado-Montañez, Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín Valdivia
2022 — conf
SINAI at LivingNER Shared Task 2022: Species Mention Recognition and Normalization Using Transfer Learning and String Matching Techniques.
IberLEF@SEPLN
Mariia Chizhikova, Jaime Collado-Montañez, Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín-Valdivia
2020 J jnl
The Text Complexity Library.
Proces. del Leng. Natural
Rocío López-Anguita, Jaime Collado-Montañez, Arturo Montejo-Ráez