Publicaciones

2020

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

Autores
Eugenio Martínez Cámara

Iberlef 2020iberian languages evaluation forum 2020 proceedings of the iberian languages evaluation forum (iberlef 2020)co-located with 36th conference of the Spanish society for natural languageprocessing (sepln 2020)

Autores
Eugenio Martínez Cámara

Learning Cross-lingual Embeddings from Twitter via Distant Supervision

Autores
Eugenio Martínez Cámara

Learning cross-lingualword embeddings from Twitter via distant supervision

Autores
Eugenio Martínez Cámara

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, Eugenio Martínez Cámara

Predicting literature’s early impact with sentiment analysis in Twitter

Autores
Eugenio Martínez Cámara

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

Autores
Eugenio Martínez Cámara

Sentiment Analysis based Multi-person Multi-criteria Decision Making Methodology: Using Natural Language Processing and Deep Learning for Decision Aid

Autores
Eugenio Martínez Cámara

SINAI at CLEF eHealth 2020: testing different pre-trained word embeddings for clinical coding in Spanish

Autores
Pilar López Úbeda

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

Autores
María Teresa Martín Valdivia, Pilar López Úbeda

Transfer learning applied to text classification in Spanish radiological reports

Autores
Pilar López Úbeda

Tweet Coupling: a social media methodology for clustering scientific publications

Autores
Eugenio Martínez Cámara

2019

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

Autores
Eugenio Martínez Cámara

Anonymization of clinical reports in Spanish: A hybrid method based on machine learning and rules

Autores
Pilar López Úbeda

Anonymization of Clinical Reports in Spanish: a Hybrid Method Based on Machine Learning and Rules.

Autores
Pilar López Úbeda

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

Autores
Eugenio Martínez Cámara

Comparative analysis of the computational characteristics in modern sentiment analysis systems for Spanish,Análisis comparativo de las características computacionales en los sistemas modernos de análisis de sentimiento para el español

Autores
Eugenio Martínez Cámara

Decision making model based on expert evaluations extracted with sentiment analysis

Autores
Eugenio Martínez Cámara

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

Autores
Eugenio Martínez Cámara

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

Autores
Eugenio Martínez Cámara

Detecting anorexia in Spanish tweets

Autores
Flor Miriam Plaza del Arco, María Teresa Martín Valdivia, Pilar López Úbeda

E<sup>2</sup>SAM: Evolutionary ensemble of sentiment analysis methods for domain adaptation

Autores
Eugenio Martínez Cámara

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, Pilar López Úbeda

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