Publicaciones

2022

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

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

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

Autores
Salud María Jiménez Zafra

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

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

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

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

Ordering Artificial Intelligence Based Recommendations to Tackle the SDGs with a Decision-Making Model Based on Surveys

Transfer Learning for Classifying Spanish and English Text by Clinical Specialties

Autores
Pilar López Úbeda

Transfer Learning for Classifying Spanish and English Text by Clinical Specialties.

Autores
Pilar López Úbeda

2020

An Integrated Approach to Biomedical Term Identification Systems

Autores
María Teresa Martín Valdivia, Manuel Carlos Díaz Galiano, L. Alfonso Ureña López, Pilar López Úbeda

Corpora Annotated with Negation: An Overview

Autores
Salud María Jiménez Zafra, María Teresa Martín Valdivia

COVID-19 detection in radiological text reports integrating entity recognition

Autores
María Teresa Martín Valdivia, Pilar López Úbeda

COVID-19 detection in radiological text reports integrating entity recognition.

Autores
Pilar López Úbeda

Detecting Misogyny and Xenophobia in Spanish Tweets Using Language Technologies

Autores
Flor Miriam Plaza del Arco, María Teresa Martín Valdivia, M. Dolores Molina González

Detecting Negation Cues and Scopes in Spanish

Autores
Salud María Jiménez Zafra, María Teresa Martín Valdivia

Detection of unexpected findings in radiology reports: A comparative study of machine learning approaches

Autores
María Teresa Martín Valdivia, Pilar López Úbeda

EmoCon: Analizador de Emociones en el Congreso de los Diputados

Autores
Salud María Jiménez Zafra

EmoCon: Emotions analyzer in the Spanish Congress,EmoCon: Analizador de Emociones en el Congreso de los Diputados

Autores
Salud María Jiménez Zafra

Enhancing the classification of social media opinions by optimizing the structural information

Extracting neoplasms morphology mentions in spanish clinical cases through word embeddings

Autores
Pilar López Úbeda

Extracting neoplasms morphology mentions in Spanish clinical cases throughword embeddings

Autores
María Teresa Martín Valdivia, Pilar López Úbeda

Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy

Learning Cross-lingual Embeddings from Twitter via Distant Supervision

Leveraging PubMed to Create a Specialty-Based Sense Inventory for Spanish Acronym Resolution

Autores
Pilar López Úbeda