Hermenegildo Fabregat

Luis Gascó

Rabih Zbib

Proceedings of the 4th Workshop on Recommender Systems for Human Resources (RecSys-in-HR 2024) co-located with the 18th ACM Conference on Recommender Systems (RecSys 2024), 2024

NLP-UNED at eRisk 2024: Approximate Nearest Neighbors with Encoding Refinement for Early Detecting Signs of Anorexia.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023

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

[BibT_eX]

[DOI]

J. Biomed. Informatics, February, 2023

Normalisation of Education Information in Digitalised Recruitment Processes.

[BibT_eX]

[DOI]

Laura García-Sardiña

Federico Retyk

Lucas Lacasa Alvarez

Rus Poves

Rabih Zbib

Proces. del Leng. Natural, 2023

NLP-UNED at MentalRiskES 2023: Approximate Nearest Neighbors for Identifying Health Disorders.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

LSI_UNED at ClinAIS 2023: Transformer Models for Section Identification in Spanish Medical Reports.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Résumé Parsing as Hierarchical Sequence Labeling: An Empirical Study.

[BibT_eX]

[DOI]

Federico Retyk

Juan Aizpuru

Mariana Taglio

Rabih Zbib

Proceedings of the 3rd Workshop on Recommender Systems for Human Resources (RecSys in HR 2023) co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

NLP-UNED-2 at eRisk 2023: Detecting Pathological Gambling in Social Media through Dataset Relabeling and Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

A Re-labeling Approach Based on Approximate Nearest Neighbors for Identifying Gambling Disorders in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

2022

Learning Job Titles Similarity from Noisy Skill Labels.

[BibT_eX]

[DOI]

Vaidotas Simkus

Emília Garcia Casademont

CoRR, 2022

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

[BibT_eX]

[DOI]

Álvaro Rodrigo

Roberto Centeno

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

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

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

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

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2021

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

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

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

[BibT_eX]

[DOI]

Elena Campillo Ageitos

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

Understanding and Improving Disability Identification in Medical Documents.

[BibT_eX]

[DOI]

IEEE Access, 2020

Anorexia Topical Trends in Self-declared Reddit Users.

[BibT_eX]

[DOI]

Razan Masood

Mengjiao Hu

Ahmet Aker

Norbert Fuhr

Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020

2019

Deep learning approach for negation trigger and scope recognition.

[BibT_eX]

[DOI]

Proces. del Leng. Natural, 2019

NLP_UNED at eHealth-KD Challenge 2019: Deep Learning for Named Entity Recognition and Attentive Relation Extraction.

[BibT_eX]

[DOI]

Andres Duque Fernandez

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

De-Identification through Named Entity Recognition for Medical Document Anonymization.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Extending a Deep Learning Approach for Negation Cues Detection in Spanish.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

2018

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

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2018

UNED at DIANN 2018: Unsupervised System for Automatic Disabilities Labeling in Medical Scientific Documents.

[BibT_eX]

[DOI]

Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018

Overview of the DIANN Task: Disability Annotation Task.

[BibT_eX]

[DOI]

2017

Simulation and implementation of a low-cost platform to improve the quality of biological images.

[BibT_eX]

[DOI]