Información de contacto
Institución
- Universidad de Jaén
Titulación
- Doctorado en Tecnologías de la Información y la Comunicación
Despacho
A3-145
Perfil investigador
Orcid ID
0000-0002-5279-8355
Publicaciones
- Studying the Scope of Negation for Spanish Sentiment Analysis on Twitter
- What do people think about this monument? Understanding negative reviews via deep learning, clustering and descriptive rules
- E2SAM: Evolutionary Ensemble of Sentiment Analysis Methods for Domain Adaptation
- Análisis de opiniones en español | Sentiment analysis in Spanish
- COPOS: Corpus of patient opinions in Spanish. Application of sentiment analysis techniques
- Combining resources to improve unsupervised sentiment analysis at aspect-level
- TASS 2015 - The evolution of the Spanish opinion mining systems
- A Spanish semantic orientation approach to domain adaptation for polarity classification
- CRiSOL: Opinion know ledge-base for Spanish | CRiSOL: Base de conocimiento de opiniones para el Español
- ESOLHotel: Building an Spanish opinion lexicon adapted to the tourism domain | eSOLHotel: Generación de un lexicón de opinión en español adaptado al dominio turístico
- Ensemble classifier for Twitter Sentiment Analysis
- Improving spanish polarity classification combining different linguistic resources
- Language technologies applied to document simplification for helping autistic people
- Negation scope identification in Spanish Reviews | Tratamiento de la Negación en el Análisis de Opiniones en Español
- Polarity classification for Spanish tweets using the COST corpus
- TASS 2014 - The challenge of aspect-based sentiment analysis
- A knowledge-based approach for polarity classification in Twitter
- Challenges of sentiment analysis | Desafíos del Análisis de Sentimientos
- Cross-domain sentiment analysis using Spanish opinionated words
- Integrating Spanish lexical resources by meta-classifiers for polarity classification
- Ranked WordNet graph for Sentiment Polarity Classification in Twitter
- Sentiment analysis in Twitter
- Combining supervised and unsupervised polarity classification for non-English reviews
- Improving polarity classification of bilingual parallel corpora combining machine learning and semantic orientation approaches
- SINAI at TASS 2012 | SINAI en TASS 2012
- SINAI at twitter-normalization 2013
- Semantic orientation for polarity classification in Spanish reviews
- Sentiment polarity detection in Spanish reviews combining supervised and unsupervised approaches
- TASS - Workshop on sentiment analysis at SEPLN
- A non supervised method for sentiment polarity detection on reported speech from news | Detección de la polaridad en citas periodísticas: Una solución no supervisada
- MarUja: Virtual assistant prototype for the Catalogue of the Computing Service of the University of Jaén | MarUja: Prototipo de asistente virtual para la Carta de Servicios del Servicio de Informática de la Universidad de Jaén
- MarUja: Virtual assistant prototype for the computing service catalogue of the University of Jaén
- Opinion classification techniques applied to a Spanish corpus
- Opinion classification techniques applied to a Spanish corpus | Técnicas de clasificación de opiniones aplicadas a un corpus en Español
- Enhancing the classification of social media opinions by optimizing the structural information
- 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
- TASS 2018: The strength of deep learning in language understanding tasks
- Overview of TASS 2018: Opinions, health and emotions
- The democratization of deep learning in TASS 2017
- FIRST (flexible interactive reading support tool) project: Developing a tool for helping autistic people by document simplification | Proyecto FIRST (flexible interactive reading support tool): Desarrollo de una herramienta para ayudar a personas con auti
- Learning Cross-lingual Embeddings from Twitter via Distant Supervision
- Predicting literature’s early impact with sentiment analysis in Twitter
- Decision making model based on expert evaluations extracted with sentiment analysis
- Análisis comparativo de las características computacionales en los sistemas modernos de análisis de sentimiento para el español
- Tweet Coupling: a social media methodology for clustering scientific publications
- Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy
- 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
- Comparative analysis of the computational characteristics in modern sentiment analysis systems for Spanish
- Sentiment Analysis in Spanish
- CRiSOL: Opinion Knowledge-base for Spanish
- Negation Scope Identification in Spanish Reviews
- eSOLHotel: Building an Spanish opinion lexicon adapted to the tourism domain
- SINAI at TASS 2012
- MarUja: Virtual Assistant prototype for the Catalogue of the Computing Service of the University of Jaen
- ADOPS: Aspect Discovery OPinion Summarisation Methodology based on deep learning and subgroup discovery for generating explainable opinion summaries
- Dynamic defense against byzantine poisoning attacks in federated learning
- A survey on extremism analysis using natural language processing: definitions, literature review, trends and challenges
- A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects
- Ordering Artificial Intelligence Based Recommendations to Tackle the SDGs with a Decision-Making Model Based on Surveys
- A non supervised method for sentiment polarity detection on reported speech from news
- Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification
- Crowd Decision Making: Sparse Representation Guided by Sentiment Analysis for Leveraging the Wisdom of the Crowd
- Explainable Crowd Decision Making methodology guided by expert natural language opinions based on Sentiment Analysis with Attention-based Deep Learning and Subgroup Discovery
- Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges
- TweetNLP: Cutting-Edge Natural Language Processing for Social Media
- FIRST (Flexible Interactive Reading Support Tool) project: developing a tool for helping autistic people by document simplification
- FIRST (flexible interactive reading support tool) project: Developing a tool for helping autistic people by document simplification | Proyecto FIRST (flexible interactive reading support tool): Desarrollo de una herramienta para ayudar a personas con auti
- SINAI at SemEval-2024 Task 8: Fine-tuning on Words and Perplexity as Features for Detecting Machine Written Text
- Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing
- Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs
- FIRST (flexible interactive reading support tool) project: Developing a tool for helping autistic people by document simplification | Proyecto FIRST (flexible interactive reading support tool): Desarrollo de una herramienta para ayudar a personas con auti
- Data augmentation based on large language models for radiological report classification
- FIRST (flexible interactive reading support tool) project: Developing a tool for helping autistic people by document simplification | Proyecto FIRST (flexible interactive reading support tool): Desarrollo de una herramienta para ayudar a personas con auti
- FIRST (flexible interactive reading support tool) project: Developing a tool for helping autistic people by document simplification | Proyecto FIRST (flexible interactive reading support tool): Desarrollo de una herramienta para ayudar a personas con auti
- SINAI at CheckThat! 2024: Stealthy Character-Level Adversarial Attacks Using Homoglyphs and Iterative Search
- SINAI at SemEval-2024 Task 8: Fine-tuning onWords and Perplexity as Features for Detecting Machine Written Text
- SINAI at eRisk@ CLEF 2024: Approaching the Search for Symptoms of Depression and Early Detection of Anorexia Signs using Natural Language Processing
- Smart Lexical Search for Label Flipping Adversial Attack
- Towards Quality Benchmarking in Question Answering over Tabular Data in Spanish,Una Evaluación de Calidad en Preguntas y Respuestas sobre Datos Tabulares en Español
- SINAI at MentalRisk: Using Emotions for Detecting Depression
- NLP4SM: Natural Language Processing for social media
- Personalised Federated Learning with BERT Fine Tuning. Case Study on Twitter Sentiment Analysis
- A survey on extremism analysis using natural language processing
- 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)
- Learning cross-lingualword embeddings from Twitter via distant supervision
- Overview of TASS 2020: Introducing Emotion Detection
- Sentiment Analysis based Multi-person Multi-criteria Decision Making Methodology: Using Natural Language Processing and Deep Learning for Decision Aid
- 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
- E<sup>2</sup>SAM: Evolutionary ensemble of sentiment analysis methods for domain adaptation
- Overview of TASS 2019: One more further for the global Spanish sentiment analysis corpus
- Preface
- SCI<sup>2</sup>S at TASS 2018: Emotion classification with Recurrent Neural Networks
- SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification
- SINAI at TASS 2018: Lineal classification system with emotional external knowledge,SINAI en TASS 2018: Inserción de conocimiento emocional externo a un clasificador lineal de emociones
- A Consolidated Open Knowledge Representation for Multiple Texts
- LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test
- Neural disambiguation of causal lexical markers based on context
- Análisis de opiniones en español,Sentiment analysis in Spanish
- Overview of TASS 2016
- Proceedings of TASS 2016: Workshop on sentiment analysis at SEPLN colocated with 32nd SEPLN conference (SEPLN 2016)
- CRiSOL: Opinion know ledge-base for Spanish,CRiSOL: Base de conocimiento de opiniones para el Español
- ESOLHotel: Building an Spanish opinion lexicon adapted to the tourism domain,eSOLHotel: Generación de un lexicón de opinión en español adaptado al dominio turístico
- Negation scope identification in Spanish Reviews,Tratamiento de la Negación en el Análisis de Opiniones en Español
- SINAI: Syntactic approach for Aspect Based Sentiment Analysis
- Challenges of sentiment analysis,Desafíos del Análisis de Sentimientos
- FIRST (flexible interactive reading support tool) project: Developing a tool for helping autistic people by document simplification,Proyecto FIRST (flexible interactive reading support tool): Desarrollo de una herramienta para ayudar a personas con autism
- SINAI: Voting System for Aspect Based Sentiment Analysis
- SINAI: Voting System for Twitter Sentiment Analysis
- Bilingual Experiments on an Opinion Comparable Corpus
- SINAI at TASS 2012,SINAI en TASS 2012
- SINAI: Machine learning and emotion of the crowd for sentiment analysis in microblogs
- A non supervised method for sentiment polarity detection on reported speech from news,Detección de la polaridad en citas periodísticas: Una solución no supervisada
- RandomWalk Weighting over SentiWordNet for Sentiment Polarity Detection on Twitter
- MarUja: Virtual assistant prototype for the Catalogue of the Computing Service of the University of Jaén,MarUja: Prototipo de asistente virtual para la Carta de Servicios del Servicio de Informática de la Universidad de Jaén
- Opinion classification techniques applied to a Spanish corpus,Técnicas de clasificación de opiniones aplicadas a un corpus en Español