Publicaciones

2021

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

Autores
M. Dolores Molina González

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

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

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

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

Autores
Pilar López Úbeda

Named entity recognition in Spanish applied to the biomedical domain,Reconocimiento de Entidades Nombradas en espanol aplicado al dominio biomédico

Autores
Pilar López Úbeda

Negation detection for sentiment analysis: A case study in Spanish

Autores
Salud María Jiménez Zafra, María Teresa Martín Valdivia

Overview of TASS 2020: Introducing Emotion Detection

Autores
Salud María Jiménez Zafra

Predicting literature’s early impact with sentiment analysis in Twitter

Recognition of biomedical entities in spanish by combining word embeddings,Reconocimiento de entidades biomédicas para el Español mediante la combinación de word embeddings

Autores
Pilar López Úbeda

Sentiment Analysis based Multi-Person Multi-criteria Decision Making methodology using natural language processing and deep learning for smarter decision aid. Case study of restaurant choice using TripAdvisor reviews