Andrés Duque

LSI_UNED at #SMM4H–HeaRD 2026: Grid-Based Biomedical Named Entity Recognition Across Languages and Entity Types

Alicia Ramirez-Arrabe, Juan Martínez-Romo, Andrés Duque

2026Proceedings of the 11th Social Media Mining for Health Research and Applications (SMM4H-HeaRD 2026) Workshop and Shared Tasks0 citations Open access

Semantic Scholar

Andrés Duque

Most-cited papers

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

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

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

Choosing the best dictionary for Cross-Lingual Word Sense Disambiguation

Extending a Deep Learning Approach for Negation Cues Detection in Spanish

Can multilinguality improve Biomedical Word Sense Disambiguation?

CO-graph: A new graph-based technique for cross-lingual word sense disambiguation

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

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

De-Identification through Named Entity Recognition for Medical Document Anonymization

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

Discovering taxonomies in Wikipedia by means of grammatical evolution

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

Addressing Cross-Lingual Word Sense Disambiguation on Low-Density Languages: Application to Persian

Grammatical Evolution for Identifying Wikipedia Taxonomies

An integrated approach for rare disease detection and classification in Spanish pediatric medical reports

UNED-GELP at MentalRiskES 2024: Transformer-Based Encoders and Similarity Techniques for Early Risk Prediction of Mental Disorders

An end-to-end system for explainable clinical coding across languages and diverse medical data sources

Unifying Named Entity Recognition and Extreme Multi-Label Classification f or Explainable Clinical Coding

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

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

USFD at SemEval-2016 Task 1: Putting different State-of-the-Arts into a Box

LSI_UNED at #SMM4H–HeaRD 2026: Grid-Based Biomedical Named Entity Recognition Across Languages and Entity Types

LSI_UNED at BioNNE-R 2026: Improving Biomedical Relation Extraction Through Candidate Space Reduction

LSI_UNED at ELCardioCC 2026: Leveraging Clinical Entity Extraction for ICD-10 Coding in Greek Cardiology Reports