The Text Complexity Library. - Rocío López-Anguita; Jaime Collado-Montañez; Arturo Montejo-Ráez (Proces. del Leng. Natural, 2020)

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 (CLEF (Working Notes), 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 (IberLEF@SEPLN, 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 (SEPLN (Projects and Demonstrations), 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 (WASSA@ACL, 2022)

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 (CLEF (Working Notes), 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 (IberLEF@SEPLN, 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, 2023)

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 (CLEF (Working Notes), 2024)

Separating Linguistic Competence from Factual Knowledge in Large Language Models. - Jaime Collado-Montañez (NLP-DS@SEPLN, 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., 2024)

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)