Publicaciones

2023

CARES: A Corpus for classification of Spanish Radiological reports

Autores
L. Alfonso Ureña López, María Teresa Martín Valdivia, Manuel Carlos Díaz Galiano, Pilar López Úbeda, Jaime Collado Montañez, Mariia Chizhikova

Hope speech detection in Spanish

Autores
Salud María Jiménez Zafra

Intelligent Multi-Lingual Cyber-Hate Detection in Online Social Networks: Taxonomy, Approaches, Datasets, and Open Challenges

Autores
Salud María Jiménez Zafra

Spanish Stylometric Features to Determine Gender and Profession of Ecuadorian Twitter Users

Autores
Arturo Montejo Raez

2022

A survey on extremism analysis using natural language processing: definitions, literature review, trends and challenges

Autores
Eugenio Martínez Cámara

Biomedical entities recognition in Spanish combining word embeddings

Autores
Pilar López Úbeda

Combining Transformer Embeddings with Linguistic Features for Complex Word Identification

Autores
Arturo Montejo Raez

Crowd Decision Making: Sparse Representation Guided by Sentiment Analysis for Leveraging the Wisdom of the Crowd

Autores
Eugenio Martínez Cámara

Current Approaches and Applications in Natural Language Processing

Autores
Arturo Montejo Raez, Salud María Jiménez Zafra

Dynamic defense against byzantine poisoning attacks in federated learning

Autores
Eugenio Martínez Cámara

El discurso de odio en Twitter durante la crisis migratoria de Ceuta en mayo de 2021

Autores
Salud María Jiménez Zafra

Evaluating feature combination strategies for hate-speech detection in Spanish using linguistic features and transformers

Autores
Salud María Jiménez Zafra

Integrating implicit and explicit linguistic phenomena via multi-task learning for offensive language detection

Autores
M. Dolores Molina González

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations

Autores
Mariia Chizhikova

Natural Language Processing in Pathology: Current Trends and Future Insights.

Autores
Pilar López Úbeda

Natural Language Processing in Radiology: Update on Clinical Applications.

Autores
Pilar López Úbeda

SINAI at CLEF 2022: Leveraging biomedical transformers to detect and normalize disease mentions

Autores
Mariia Chizhikova

SINAI at eRisk@ CLEF 2022: Approaching Early Detection of Gambling and Eating Disorders with Natural Language Processing

Autores
Alba María Mármol Romero

SINAI at LivingNER Shared Task 2022: Species Mention Recognition and Normalization Using Transfer Learning and String Matching Techniques

Autores
Mariia Chizhikova

SINAI@SMM4H'22: Transformers for biomedical social media text mining in Spanish

Autores
Mariia Chizhikova

2021

A Multi-Task Learning Approach to Hate Speech Detection Leveraging Sentiment Analysis

Autores
M. Dolores Molina González, María Teresa Martín Valdivia

A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects

Autores
Eugenio Martínez Cámara

A social monitor for detecting inappropriate behavior,Monitor social para detectar comportamientos inapropiados

Autores
Pilar López Úbeda

A Survey on Bias in Deep NLP

Autores
Arturo Montejo Raez, L. Alfonso Ureña López

ADOPS: Aspect Discovery OPinion Summarisation Methodology based on deep learning and subgroup discovery for generating explainable opinion summaries

Autores
Eugenio Martínez Cámara

Automatic medical protocol classification using machine learning approaches

Autores
María Teresa Martín Valdivia, Pilar López Úbeda

Automatic medical protocol classification using machine learning approaches.

Autores
Pilar López Úbeda

Bert representations to identify professions and employment statuses in health data

Autores
Pilar López Úbeda

Collecting specialty-related medical terms: Development and evaluation of a resource for Spanish.

Autores
Pilar López Úbeda

Combining word embeddings to extract chemical and drug entities in biomedical literature

Autores
Pilar López Úbeda

Comparing pre-trained language models for Spanish hate speech detection

Autores
María Teresa Martín Valdivia, M. Dolores Molina González

How do sentiments affect virality on Twitter?

Autores
María Teresa Martín Valdivia, Salud María Jiménez Zafra

How Successful Is Transfer Learning for Detecting Anorexia on Social Media?

Autores
María Teresa Martín Valdivia, Manuel Carlos Díaz Galiano, Flor Miriam Plaza del Arco, Pilar López Úbeda

NECOS: An annotated corpus to identify constructive news comments in Spanish

Autores
Pilar López Úbeda

NECOS: An annotated corpus to identify constructive news comments in Spanish,NECOS: Un corpus anotado para identificar comentarios constructivos de noticias en español

Autores
Pilar López Úbeda

Negation processing in Spanish and its application to sentiment analysis,Tratamiento de la Negación en Español y su Aplicación al Análisis de Sentimientos

Autores
Salud María Jiménez Zafra