Publications (120) MANUEL CARLOS DÍAZ GALIANO publications

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2025

  1. Automatic TNM staging of colorectal cancer radiology reports using pre-trained language models

    Computer Methods and Programs in Biomedicine, Vol. 259

  2. Overview of PastReader at IberLEF 2025: transcribing texts from the past

    Procesamiento del lenguaje natural, Núm. 75, pp. 453-460

2024

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

    Medical and Biological Engineering and Computing, Vol. 62, Núm. 11, pp. 3373-3383

  2. MODERATES: MODERAtion of ConTEnts in Social networks using Language Technologies

    CEUR Workshop Proceedings

  3. SINAI at BioLaySumm: Self-Play Fine-Tuning of Large Language Models for Biomedical Lay Summarisation

    BioNLP 2024 - 23rd Meeting of the ACL Special Interest Group on Biomedical Natural Language Processing, Proceedings of the Workshop and Shared Tasks

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

    CEUR Workshop Proceedings

  5. Toxicity in Spanish News Comments and its Relationship with Constructiveness

    Procesamiento del lenguaje natural, Núm. 73, pp. 43-53

2023

  1. Automatic Segmentation of Clinical Narratives in Sections with Pre-Trained Clinical Transformer Models

    CEUR Workshop Proceedings

  2. CARES: A Corpus for classification of Spanish Radiological reports

    Computers in Biology and Medicine, Vol. 154

  3. Coming a Long Way with Pre-Trained Transformers and String Matching Techniques: Clinical Procedure Mention Recognition and Normalization Notebook for the BioASQ Lab at CLEF 2023

    CEUR Workshop Proceedings

  4. SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model

    Proceedings of the Annual Meeting of the Association for Computational Linguistics

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

    CEUR Workshop Proceedings

2022

  1. Big Hug: Artificial intelligence for the protection of digital societies

    CEUR Workshop Proceedings

  2. Big Hug: Artificial intelligence for the protection of digitalsocieties

    SEPLN-PD 2022: Annual Conference of the Spanish Association for Natural Language Processing 2022: Projects and Demonstrations (RWTH Aachen University), pp. 18-21

  3. COBATO. A chatbot aimed at assisting small retailers

    CEUR Workshop Proceedings

  4. COBATO: un chatbot orientado a asistir al pequeño comercio

    SEPLN-PD 2022: Annual Conference of the Spanish Association for Natural Language Processing 2022: Projects and Demonstrations (RWTH Aachen University), pp. 48-51

  5. InLIFE. Language Technologies applied to active aging

    CEUR Workshop Proceedings

  6. InLIFE: Tecnologías del Lenguaje aplicadas alenvejecimiento activo

    SEPLN-PD 2022: Annual Conference of the Spanish Association for Natural Language Processing 2022: Projects and Demonstrations (RWTH Aachen University), pp. 14-17

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

    CEUR Workshop Proceedings

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

    CEUR Workshop Proceedings