Publications en collaboration avec des chercheurs de Instituto de Salud Carlos III (22)

2022

  1. Approximate Nearest Neighbour Extraction Techniques and Neural Networks for Suicide Risk Prediction in the CLPsych 2022 Shared Task

    CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings

  2. Discovering HIV related information by means of association rules and machine learning

    Scientific Reports, Vol. 12, Núm. 1

  3. NLPIR-UNED at CheckThat! 2022: Ensemble of Classifiers for Fake News Detection

    CEUR Workshop Proceedings

  4. Semi-supervised incremental learning with few examples for discovering medical association rules

    BMC Medical Informatics and Decision Making, Vol. 22, Núm. 1

  5. UNED-MED at eRisk 2022: depression detection with TF-IDF, linguistic features and Embeddings

    CEUR Workshop Proceedings

  6. UNED-NLP at eRisk 2022: Analyzing gambling disorders in Social Media using Approximate Nearest Neighbors

    CEUR Workshop Proceedings

2021

  1. A keyphrase-based approach for interpretable ICD-10 code classification of Spanish medical reports

    Artificial Intelligence in Medicine, Vol. 121

  2. LSI_UNED at CLEF eHealth2021: Exploring the effects of transfer learning in negation detection and entity recognition in clinical texts

    CEUR Workshop Proceedings

  3. NLP&IR@UNED at CheckThat! 2021: Check-worthiness estimation and fake news detection using transformer models

    CEUR Workshop Proceedings

  4. NLP-UNED at eRisk 2021: Self-harm early risk detection with TF-IDF and linguistic features

    CEUR Workshop Proceedings

2020

  1. Genetic programming for natural language processing

    Genetic Programming and Evolvable Machines, Vol. 21, Núm. 1-2, pp. 11-32

  2. NLP&IR@UNED at CheckThat! 2020: A Preliminary Approach for Check-Worthiness and Claim Retrieval Tasks using Neural Networks and Graphs

    CEUR Workshop Proceedings

  3. NLP-UNED at eRisk 2020: self-harm early risk detection with sentiment analysis and linguistic features

    CEUR Workshop Proceedings

  4. Understanding and Improving Disability Identification in Medical Documents

    IEEE Access, Vol. 8, pp. 155399-155408

2019

  1. De-identification through named entity recognition for medical document anonymization

    CEUR Workshop Proceedings

  2. Discovering related scientific literature beyond semantic similarity: a new co-citation approach

    Scientometrics, Vol. 120, Núm. 1, pp. 105-127

  3. Extending a deep learning approach for negation cues detection in Spanish

    CEUR Workshop Proceedings

  4. NLP uned at eHealth-KD challenge 2019 deep learning for named entity recognition and attentive relation extraction

    CEUR Workshop Proceedings

2018

  1. Co-occurrence graphs for word sense disambiguation in the biomedical domain

    Artificial Intelligence in Medicine, Vol. 87, pp. 9-19

  2. Deep neural models for extracting entities and relationships in the new RDD corpus relating disabilities and rare diseases

    Computer Methods and Programs in Biomedicine, Vol. 164, pp. 121-129