Publicaciones

2021

A Survey on Bias in Deep NLP

Autores
Arturo Montejo Raez, L. Alfonso Ureña López

Automatic medical protocol classification using machine learning approaches

Autores
María Teresa Martín Valdivia

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

2020

An Integrated Approach to Biomedical Term Identification Systems

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

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

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

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 throughword embeddings

Autores
María Teresa Martín Valdivia

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

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

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

Sinai at ehealth-kd challenge 2020: Combining word embeddings for named entity recognition in Spanish medical records

Autores
María Teresa Martín Valdivia

Tweet Coupling: a social media methodology for clustering scientific publications

2019

Análisis comparativo de las características computacionales en los sistemas modernos de análisis de sentimiento para el español

Bots and gender profiling on twitter using sociolinguistic features notebook for PAN at CLEF 2019

Autores
Flor Miriam Plaza del Arco

Celebrity profiling on twitter using sociolinguistic features notebook for PAN at CLEF 2019

Autores
Flor Miriam Plaza del Arco

Comparative analysis of the computational characteristics in modern sentiment analysis systems for Spanish

Decision making model based on expert evaluations extracted with sentiment analysis

Deep learning hyper-parameter tuning for sentiment analysis in twitter based on evolutionary algorithms

Deep recurrent neural network for geographical entities disambiguation on social media data

Detecting anorexia in Spanish tweets

Autores
Flor Miriam Plaza del Arco, María Teresa Martín Valdivia

Ensemble learning to detect aggressiveness in Mexican Spanish tweets

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

Improved emotion recognition in Spanish social media through incorporation of lexical knowledge

Autores
Flor Miriam Plaza del Arco, María Teresa Martín Valdivia

Integrating UMLs for early detection of sings of anorexia

Autores
Flor Miriam Plaza del Arco

Negation processing in spanish and its application to sentiment analysis

Autores
Salud María Jiménez Zafra

NEGES 2018: Workshop on Negation in Spanish

Autores
Salud María Jiménez Zafra, María Teresa Martín Valdivia

NEGES 2019 Task: Negation in Spanish

Autores
Salud María Jiménez Zafra, María Teresa Martín Valdivia