Publicaciones

2023

Radiology, explicability and AI: closing the gap

Autores
Pilar López Úbeda

Reply to the letter to the editor: “A critical evaluation on the use of large language model for radiology research”

Autores
Pilar López Úbeda

Reply to the Letter to the Editor: “Radiology in the era of large language models: additional facts to consider in the near and the dark side of the moon”

Autores
Pilar López Úbeda

SINAI at eRisk@ CLEF 2023: approaching early detection of gambling with natural language processing

Autores
Alba María Mármol Romero

SINAI at MentalRisk: Using Emotions for Detecting Depression

Autores
Eugenio Martínez Cámara, Eugenio Martínez Cámara

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

Autores
Arturo Montejo Raez

Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges

Autores
Eugenio Martínez Cámara, Eugenio Martínez Cámara

The impact of reading fluency level on interactive information retrieval

Autores
Fernando Martínez Santiago

Toward an Educative EEG-Based neuroIIR System for Adapting Contents

Autores
L. Alfonso Ureña López, Arturo Montejo Raez, Fernando Martínez Santiago

2022

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

Autores
Eugenio Martínez Cámara, 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, 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, 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 Pathology: Current Trends and Future Insights.

Autores
Pilar López Úbeda

Natural Language Processing in Radiology: Update on Clinical Applications.

Autores
Pilar López Úbeda

NLP4SM: Natural Language Processing for social media

Autores
Eugenio Martínez Cámara, Eugenio Martínez Cámara

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

Autores
Eugenio Martínez Cámara, Eugenio Martínez Cámara

SHARE: A Lexicon of Harmful Expressions by Spanish Speakers

Autores
Pilar López Úbeda

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, 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, 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

A survey on extremism analysis using natural language processing

Autores
Eugenio Martínez Cámara, 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, Eugenio Martínez Cámara