Hermenegildo Fabregat

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Scientific Documents

Named Entity Recognition

Approximate Nearest Neighbor

Top Venues

CLEF (Working Notes)

Proces. del Leng. Natural

Publications

Hermenegildo Fabregat, Daniel Deniz, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
NLP-UNED at eRisk 2024: Approximate Nearest Neighbors with Encoding Refinement for Early Detecting Signs of Anorexia. CLEF (Working Notes) (2024)
Federico Retyk, Hermenegildo Fabregat, Juan Aizpuru, Mariana Taglio, Rabih Zbib
Résumé Parsing as Hierarchical Sequence Labeling: An Empirical Study. HR@RecSys (2023)
Federico Retyk, Hermenegildo Fabregat, Juan Aizpuru, Mariana Taglio, Rabih Zbib
Résumé Parsing as Hierarchical Sequence Labeling: An Empirical Study. CoRR (2023)
Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
A Re-labeling Approach Based on Approximate Nearest Neighbors for Identifying Gambling Disorders in Social Media. CLEF (2023)
Hermenegildo Fabregat, Andrés Duque, Juan Martínez-Romo, Lourdes Araujo
Negation-based transfer learning for improving biomedical Named Entity Recognition and Relation Extraction. J. Biomed. Informatics 138 (2023)
Andrés Duque, Lourdes Araujo, Juan Martínez-Romo, Hermenegildo Fabregat
LSI_UNED at ClinAIS 2023: Transformer Models for Section Identification in Spanish Medical Reports. IberLEF@SEPLN (2023)
Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
NLP-UNED-2 at eRisk 2023: Detecting Pathological Gambling in Social Media through Dataset Relabeling and Neural Networks. CLEF (Working Notes) (2023)
Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
NLP-UNED at MentalRiskES 2023: Approximate Nearest Neighbors for Identifying Health Disorders. IberLEF@SEPLN (2023)
Laura García-Sardiña, Federico Retyk, Hermenegildo Fabregat, Lucas Lacasa Alvarez, Rus Poves, Rabih Zbib
Normalisation of Education Information in Digitalised Recruitment Processes. Proces. del Leng. Natural 71 (2023)
Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
UNED-NLP at eRisk 2022: Analyzing gambling disorders in Social Media using Approximate Nearest Neighbors. CLEF (Working Notes) (2022)
Álvaro Rodrigo, Hermenegildo Fabregat, Roberto Centeno
UNED at PoliticEs 2022: Testing Approximate Nearest Neighbors and Spanish Language Models for Author Profiling in Political Ideology. IberLEF@SEPLN (2022)
Rabih Zbib, Lucas Lacasa Alvarez, Federico Retyk, Rus Poves, Juan Aizpuru, Hermenegildo Fabregat, Vaidotas Simkus, Emília Garcia Casademont
Learning Job Titles Similarity from Noisy Skill Labels. CoRR (2022)
Elena Campillo Ageitos, Hermenegildo Fabregat, Lourdes Araujo, Juan Martínez-Romo
NLP-UNED at eRisk 2021: self-harm early risk detection with TF-IDF and linguistic features. CLEF (Working Notes) (2021)
Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
LSI_UNED at CLEF eHealth2021: Exploring the effects of transfer learning in negation detection and entity recognition in clinical texts. CLEF (Working Notes) (2021)
Andrés Duque, Hermenegildo Fabregat, Lourdes Araujo, Juan Martínez-Romo
A keyphrase-based approach for interpretable ICD-10 code classification of Spanish medical reports. Artif. Intell. Medicine 121 (2021)
Razan Masood, Mengjiao Hu, Hermenegildo Fabregat, Ahmet Aker, Norbert Fuhr
Anorexia Topical Trends in Self-declared Reddit Users. CIRCLE (2020)
Hermenegildo Fabregat, Juan Martínez-Romo, Lourdes Araujo
Understanding and Improving Disability Identification in Medical Documents. IEEE Access 8 (2020)
Hermenegildo Fabregat, Lourdes Araujo, Juan Martínez-Romo
Deep learning approach for negation trigger and scope recognition. Proces. del Leng. Natural 62 (2019)
Hermenegildo Fabregat, Andres Duque Fernandez, Juan Martínez-Romo, Lourdes Araujo
NLP_UNED at eHealth-KD Challenge 2019: Deep Learning for Named Entity Recognition and Attentive Relation Extraction. IberLEF@SEPLN (2019)
Hermenegildo Fabregat, Andrés Duque, Juan Martínez-Romo, Lourdes Araujo
De-Identification through Named Entity Recognition for Medical Document Anonymization. IberLEF@SEPLN (2019)
Hermenegildo Fabregat, Andrés Duque, Juan Martínez-Romo, Lourdes Araujo
Extending a Deep Learning Approach for Negation Cues Detection in Spanish. IberLEF@SEPLN (2019)
Hermenegildo Fabregat, Juan Martínez-Romo, Lourdes Araujo
UNED at DIANN 2018: Unsupervised System for Automatic Disabilities Labeling in Medical Scientific Documents. IberEval@SEPLN (2018)
Hermenegildo Fabregat, Juan Martínez-Romo, Lourdes Araujo
Overview of the DIANN Task: Disability Annotation Task. IberEval@SEPLN (2018)
Hermenegildo Fabregat, Lourdes Araujo, Juan Martínez-Romo
Deep neural models for extracting entities and relationships in the new RDD corpus relating disabilities and rare diseases. Comput. Methods Programs Biomed. 164 (2018)
Hermenegildo Fabregat, Alberto A. Del Barrio, Guillermo Botella
Simulation and implementation of a low-cost platform to improve the quality of biological images. SummerSim (2017)