2022

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 Ráez, 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

NLP4SM: Natural Language Processing for social media

Autores
Eugenio Martínez Cámara

Personalised Federated Learning with BERT Fine Tuning. Case Study on Twitter Sentiment Analysis

Autores
Eugenio Martínez Cámara

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

Autores
Mariia Chizhikova, Pilar López Úbeda

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, Pilar López Úbeda

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

Autores
Mariia Chizhikova

TweetNLP: Cutting-Edge Natural Language Processing for Social Media

Autores
Eugenio Martínez Cámara

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 Survey on Bias in Deep NLP

Autores
Arturo Montejo Ráez, L. Alfonso Ureña López

A survey on extremism analysis using natural language processing

Autores
Eugenio Martínez Cámara

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

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

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

Autores
Eugenio Martínez Cámara

Pre-trained language models to extract information from radiological reports

Autores
Pilar López Úbeda

SINAI at BioCreative VII LitCovid Track: Corpus augmentation for COVID-19 literature multi-label classification

Autores
Mariia Chizhikova

SINAI at SemEval-2021 Task 5: Combining Embeddings in a BiLSTM-CRF model for Toxic Spans Detection

Autores
Pilar López Úbeda

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

Collecting Specialty-related Medical Terms: Development and Evaluation of a Resource for Spanish

Autores
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