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FABREGAT MARCOS, HERMENEGILDO

LENGUAJES Y SISTEMAS INFORMÁTICOS / Universidad Nacional de Educación a Distancia

Actividades

Negation-based transfer learning for improving biomedical Named Entity Recognition and Relation Extraction

  • Fabregat, H.
  • Duque, A.
  • Martinez-Romo, J.
  • Araujo, L.

Journal of Biomedical Informatics - 2023

Editor: Academic Press Inc.

10.1016/j.jbi.2022.104279 Ver en origen

  • ISSN/ISBN 1532-0464

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

  • Duque, A.
  • Fabregat, H.
  • Araujo, L.
  • Martinez-Romo, J.

Artificial Intelligence in Medicine - 2021

Editor: Elsevier B.V.

10.1016/j.artmed.2021.102177 Ver en origen

  • ISSN/ISBN 1873-2860

Understanding and Improving Disability Identification in Medical Documents

  • Fabregat, H.
  • Martinez-Romo, J.
  • Araujo, L.

IEEE Access (p. 155399-155408) - 2020

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2020.3019178 Ver en origen

  • ISSN/ISBN 2169-3536

Deep learning approach for negation trigger and scope recognition

  • Hermenegildo Fabregat
  • Lourdes Araujo
  • Juan Martínez Romo

Procesamiento del lenguaje natural (p. 37-44) - 2019

Editor: Sociedad Española para el Procesamiento del Lenguaje Natural

  • ISSN/ISBN 1135-5948

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

  • Fabregat, H.
  • Araujo, L.
  • Martinez-Romo, J.

Computer Methods and Programs in Biomedicine (p. 121-129) - 2018

Editor: Elsevier Ireland Ltd

10.1016/j.cmpb.2018.07.007 Ver en origen

  • ISSN/ISBN 1872-7565

Este/a investigador/a no tiene libros.

Este/a investigador/a no tiene capítulos de libro.

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

  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings (p. 894-904) - 2022

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

UNED at PoliticEs 2022: Testing Approximate Nearest Neighbors and Spanish Language Models for Author Profiling in Political Ideology

  • Rodrigo, A.
  • Fabregat, H.
  • Centeno, R.

CEUR Workshop Proceedings - 2022

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

Learning Job Titles Similarity from Noisy Skill Labels

  • Rabih Zbib
  • Lucas Alvarez Lacasa
  • Federico Retyk
  • Rus Poves
  • Juan Aizpuru
  • Hermenegildo Fabregat
  • Vaidotas Šimkus
  • Emilia García-Casademont
... Ver más Contraer

International workshop on Fair, Effective And Sustainable Talent management using data science (p. 13) - 2022

Editor: ECML-PKDD

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

  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings (p. 780-793) - 2021

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

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

  • Campillo-Ageitos, E.
  • Fabregat, H.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings (p. 950-965) - 2021

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

Anorexia topical trends in self-declared reddit users

  • Masood, R.
  • Hu, M.
  • Fabregat, H.
  • Aker, A.
  • Fuhr, N.

CEUR Workshop Proceedings - 2020

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

De-identification through named entity recognition for medical document anonymization

  • Fabregat, H.
  • Duque, A.
  • Martinez-Romo, J.
  • Araujo, L.

CEUR Workshop Proceedings (p. 663-670) - 2019

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

Extending a deep learning approach for negation cues detection in Spanish

  • Fabregat, H.
  • Duque, A.
  • Martinez-Romo, J.
  • Araujo, L.

CEUR Workshop Proceedings (p. 369-377) - 2019

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

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

  • Fabregat, H.
  • Duque, A.
  • Martinez-Romo, J.
  • Araujo, L.

CEUR Workshop Proceedings (p. 67-77) - 2019

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

Overview of the DIANN Task: Disability annotation task

  • Fabregat, H.
  • Martinez-Romo, J.
  • Araujo, L.

CEUR Workshop Proceedings (p. 1-14) - 2018

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

Este/a investigador/a no tiene proyectos de investigación.

Biomedical Information Extraction: Exploring new entities and relationships

  • Hermenegildo Fabregat
  • Lourdes Araujo (dir. tes.)
  • Juan Martínez Romo (dir. tes.)
  • Isabel Segura Bedmar (pres.)
  • Víctor Fresno Fernández (secr.)
  • Arkaitz Zubiaga (voc.)

2021

Defensa realizada en: UNED. Universidad Nacional de Educación a Distancia

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 4/03/23 21:06