Opinion Mining for Measuring the Social Perception of Infectious Diseases. An Infodemiology Approach. - José Antonio García-Díaz; Oscar Apolinario-Arzube; José Medina-Moreira; José Omar Salavarria-Melo; Katty Lagos-Ortiz; Harry Luna-Aveiga; Rafael Valencia-García (CITI, 2018)

Financial Knowledge Instantiation from Semi-structured, Heterogeneous Data Sources. - Francisco García-Sánchez 001; José Antonio García-Díaz; Juan Miguel Gómez-Berbís; Rafael Valencia-García (CSOS (2), 2018)

AllergyLESS. An Intelligent Recommender System to Reduce Exposition Time to Allergens in Smart-Cities. - José Antonio García-Díaz; José Ángel Noguera-Arnaldos; Maria Luisa Hernández-Alcaraz; Isabel María Robles-Marín; Francisco García-Sánchez 001; Rafael Valencia-García (DCAI, 2018)

Ontology-Based Advertisement Recommendation in Social Networks. - Francisco García-Sánchez 001; José Antonio García-Díaz; Juan Miguel Gómez-Berbís; Rafael Valencia-García (DCAI, 2018)

Sentiment Analysis on Tweets related to infectious diseases in South America. - José Antonio García-Díaz; Óscar Apolinario-Arzube; José Medina-Moreira; Harry Luna-Aveiga; Katty Lagos-Ortiz; Rafael Valencia-García (EATIS, 2018)

A Deep Learning-Based Recommendation System to Enable End User Access to Financial Linked Knowledge. - Luis Omar Colombo-Mendoza; José Antonio García-Díaz; Juan Miguel Gómez-Berbís; Rafael Valencia-García (HAIS, 2018)

Machine Learning Based Sentiment Analysis on Spanish Financial Tweets. - José Antonio García-Díaz; María del Pilar Salas-Zárate; Maria Luisa Hernández-Alcaraz; Rafael Valencia-García; Juan Miguel Gómez-Berbís (WorldCIST (1), 2018)

Tecnologías inteligentes para la autogestión de la salud. - Oscar Apolinario-Arzube; José Medina-Moreira; Katty Lagos-Ortiz; Harry Luna-Aveiga; José Antonio García-Díaz; Rafael Valencia-García (Proces. del Leng. Natural, 2018)

CyberDect. A Novel Approach for Cyberbullying Detection on Twitter. - Antonio López Martínez; José Antonio García-Díaz; Rafael Valencia-García; Antonio Ruiz-Martínez (CITI, 2019)

Mining Twitter for Measuring Social Perception Towards Diabetes and Obesity in Central America. - José Medina-Moreira; José Antonio García-Díaz; Óscar Apolinardo-Arzube; Harry Luna-Aveiga; Rafael Valencia-García (CITI, 2019)

Prevención de enfermedades infecciosas basada en el análisis inteligente en RRSS y participación ciudadana. - Oscar Apolinario; José Medina-Moreira; Harry Luna-Aveiga; José Antonio García-Díaz; Rafael Valencia-García; José Ignacio Estrade-Cabrera (Proces. del Leng. Natural, 2019)

Knowledge Extraction from Twitter Towards Infectious Diseases in Spanish. - Óscar Apolinario-Arzube; José Antonio García-Díaz; Harry Luna-Aveiga; José Medina-Moreira; Rafael Valencia-García (CITI, 2020)

Automatic Misogyny Detection with Linguistic and Morphological Features in Spanish. - Mar Cánovas-García; José Antonio García-Díaz; Rafael Valencia-García (CITI, 2020)

CollaborativeHealth: Smart Technologies to Surveil Outbreaks of Infectious Diseases Through Direct and Indirect Citizen Participation. - Óscar Apolinario-Arzube; José Antonio García-Díaz; Sheila Pinto; Harry Luna-Aveiga; José Jacinto Medina-Moreira; Juan Miguel Gómez-Berbís; Rafael Valencia-García; José Ignacio Estrade-Cabrera (CSOC (3), 2020)

CNL-RDF-query: a controlled natural language interface for querying ontologies and relational databases. - José Henarejos-Blasco; José Antonio García-Díaz; Óscar Apolinario-Arzube; Rafael Valencia-García (EATIS, 2020)

UMUTeam at AI-SOCO'2020: Source Code Authorship Identification based on Character N-Grams and Author's Traits. - José Antonio García-Díaz; Rafael Valencia-García (FIRE (Working Notes), 2020)

Evaluating Pre-trained Word Embeddings and Neural Network Architectures for Sentiment Analysis in Spanish Financial Tweets. - José Antonio García-Díaz; Oscar Apolinario-Arzube; Rafael Valencia-García (MICAI (2), 2020)

UMUTeam at TASS 2020: Combining Linguistic Features and Machine-learning Models for Sentiment Classification. - José Antonio García-Díaz; Ángela Almela; Rafael Valencia-García (IberLEF@SEPLN, 2020)

UMUTeam at MEX-A3T'2020: Detecting Aggressiveness with Linguistic Features and Word Embeddings. - José Antonio García-Díaz; Rafael Valencia-García (IberLEF@SEPLN, 2020)

Ontology-driven aspect-based sentiment analysis classification: An infodemiological case study regarding infectious diseases in Latin America. - José Antonio García-Díaz; Mar Cánovas-García; Rafael Valencia-García (Future Gener. Comput. Syst., 2020)

UMUCorpusClassifier: Compilation and evaluation of linguistic corpus for Natural Language Processing tasks. - José Antonio García-Díaz; Ángela Almela; Gema Alcaraz-Mármol; Rafael Valencia-García (Proces. del Leng. Natural, 2020)

Transcripción, indexación y análisis automático de declaraciones judiciales a partir de representaciones fonéticas y técnicas de lingüística forense. - Pedro José Vivancos Vicente; José Antonio García-Díaz; Ángela Almela; Fernando Molina; Juan Salvador Castejón-Garrido; Rafael Valencia-García (Proces. del Leng. Natural, 2020)

Importance of International R&D Collaboration Between Companies: The CollaborativeHealth Use Case. - Oscar Apolinario-Arzube; José Antonio García-Díaz; Diego Roldan; Lisardo Prieto-González; Germán Casal; Rafael Valencia-García (CITI, 2021)

Evaluating Extractive Automatic Text Summarization Techniques in Spanish. - Camilo Caparrós-Laiz; José Antonio García-Díaz; Rafael Valencia-García (CITI, 2021)

Detecting Hate Speech on English and Indo-Aryan Languages with BERT and Ensemble learning. - Camilo Caparrós-Laiz; José Antonio García-Díaz; Rafael Valencia-García (FIRE (Working Notes), 2021)

UMUTeam at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with Linguistic Features and Word Embeddings. - José Antonio García-Díaz; Rafael Valencia-García (SemEval@ACL/IJCNLP, 2021)

CollaborativeHealth - Plataforma de monitorización de enfermedades infecciosas en Twitter. - Óscar Apolinario-Arzube; Diego Roldán; José Antonio García-Díaz; Lisardo Prieto-González; Rafael Valencia-García (SEPLN (Projects and Demonstrations), 2021)

UMUTeam at EmoEvalEs 2021: Emotion Analysis for Spanish based on Explainable Linguistic Features and Transformers. - José Antonio García-Díaz; Ricardo Colomo-Palacios; Rafael Valencia-García (IberLEF@SEPLN, 2021)

UMUTeam at EXIST 2021: Sexist Language Identification based on Linguistic Features and Transformers in Spanish and English. - José Antonio García-Díaz; Ricardo Colomo-Palacios; Rafael Valencia-García (IberLEF@SEPLN, 2021)

UMUTeam at HAHA 2021: Linguistic Features and Transformers for Analysing Spanish Humor. The What, the How, and to Whom. - José Antonio García-Díaz; Rafael Valencia-García (IberLEF@SEPLN, 2021)

UMUTeam at MeOffendEs 2021: Ensemble Learning for Offensive Language Identification using Linguistic Features, Fine-grained Negation, and Transformers. - José Antonio García-Díaz; Salud María Jiménez-Zafra; Rafael Valencia-García (IberLEF@SEPLN, 2021)

ISMR - Sistema basado en Deep Learning para la transcripción y extracción de conocimiento en entrevistas médico-paciente. - Pedro José Vivancos Vicente; José Antonio García-Díaz; Fernando Molina; Juan Salvador Castejón-Garrido; Rafael Valencia-García (SEPLN (Projects and Demonstrations), 2021)

Detecting misogyny in Spanish tweets. An approach based on linguistics features and word embeddings. - José Antonio García-Díaz; Mar Cánovas-García; Ricardo Colomo-Palacios; Rafael Valencia-García (Future Gener. Comput. Syst., 2021)

Automatic Correction of Real-Word Errors in Spanish Clinical Texts. - Daniel Bravo-Candel; Jésica López-Hernández; José Antonio García-Díaz; Fernando Molina-Molina; Francisco García-Sánchez 001 (Sensors, 2021)

IVRMaker, An Interactive and Customizable Telephone Chatbot Services Platform. - Miguel Ángel Rodríguez-García; Camilo Caparrós-Laiz; Pedro José Vivancos Vicente; José Antonio García-Díaz; Rafael Valencia-García (CITI, 2022)

UMUTeam at IROSTEREO: Profiling Irony and Stereotype spreaders on Twitter combining Linguistic Features with Transformers. - José Antonio García-Díaz; Miguel Ángel Rodríguez-García; Francisco García-Sánchez 001; Rafael Valencia-García (CLEF (Working Notes), 2022)

Exploring Language Independent Linguistic Features and Transformers in a Multi-label Emotion Detection Challenge in Urdu using Nastalīq Script. - José Antonio García-Díaz; Manuel Valencia-García; Gema Alcaraz-Mármol; Rafael Valencia-García (FIRE (Working Notes), 2022)

UMUTextStats: A linguistic feature extraction tool for Spanish. - José Antonio García-Díaz; Pedro José Vivancos Vicente; Ángela Almela; Rafael Valencia-García (LREC, 2022)

Overview of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion. - Bharathi Raja Chakravarthi; Vigneshwaran Muralidaran; Ruba Priyadharshini; Subalalitha Chinnaudayar Navaneethakrishnan; John P. McCrae; Miguel Ángel García; Salud María Jiménez-Zafra; Rafael Valencia-García; Prasanna Kumar Kumaresan; Rahul Ponnusamy; Daniel García-Baena; José Antonio García-Díaz (LT-EDI, 2022)

UMUTeam@LT-EDI-ACL2022: Detecting homophobic and transphobic comments in Tamil. - José Antonio García-Díaz; Camilo Caparrós-Laiz; Rafael Valencia-García (LT-EDI, 2022)

UMUTeam@LT-EDI-ACL2022: Detecting Signs of Depression from text. - José Antonio García-Díaz; Rafael Valencia-García (LT-EDI, 2022)

UMUTeam at SemEval-2022 Task 5: Combining image and textual embeddings for multi-modal automatic misogyny identification. - José Antonio García-Díaz; Camilo Caparrós-Laiz; Rafael Valencia-García (SemEval@NAACL, 2022)

UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic. - José Antonio García-Díaz; Camilo Caparrós-Laiz; Rafael Valencia-García (SemEval@NAACL, 2022)

UMUTeam at REST-MEX 2022: Polarity Prediction using Knowledge Integration of Linguistic Features and Sentence Embeddings based on Transformers. - José Antonio García-Díaz; Miguel Ángel Rodríguez-García; Francisco García-Sánchez 001; Rafael Valencia-García (IberLEF@SEPLN, 2022)

UMUTeam at EXIST 2022: Knowledge Integration and Ensemble Learning for Multilingual Sexism Identification and Categorization using Linguistic Features and Transformers. - José Antonio García-Díaz; Salud María Jiménez-Zafra; Ricardo Colomo-Palacios; Rafael Valencia-García (IberLEF@SEPLN, 2022)

UMUTeam at DA-VINCIS 2022: Aggressive and Violent Classification using Knowledge Integration and Ensemble Learning. - José Antonio García-Díaz; Salud María Jiménez-Zafra; Miguel Ángel Rodríguez-García; Rafael Valencia-García (IberLEF@SEPLN, 2022)

UMUTeam at IberLEF-2022 DETESTS task: Feature Engineering for the Identification and Categorization of Racial Stereotypes in Spanish. - José Antonio García-Díaz; Salud María Jiménez-Zafra; Rafael Valencia-García (IberLEF@SEPLN, 2022)

Psychographic traits identification based on political ideology: An author analysis study on Spanish politicians' tweets posted in 2020. - José Antonio García-Díaz; Ricardo Colomo-Palacios; Rafael Valencia-García (Future Gener. Comput. Syst., 2022)

Overview of PoliticEs 2022: Spanish Author Profiling for Political Ideology. - José Antonio García-Díaz; Salud María Jiménez-Zafra; María Teresa Martín Valdivia; Francisco García-Sánchez 001; Luis Alfonso Ureña López; Rafael Valencia-García (Proces. del Leng. Natural, 2022)

SafercITies. Intelligent System for the Analysis and Monitoring of Citizen Security. - José Antonio García-Díaz; Camilo Caparrós-Laiz; David Santiago García-Chicangana; Carlos Díaz-Morales; David Barbáchano; Mario Andrés Paredes-Valverde; Juan Miguel Gómez-Berbís; Rafael Valencia-García (CITI, 2023)

Knowledge Graph for Retail Commerce. - Ronghao Pan; José Antonio García-Díaz; Diego Roldán; Rafael Valencia-García (CITI, 2023)

UMUTeam at EXIST 2023: Sexism identification and categorisation fine-tuning Multilingual Large Language Models. - José Antonio García-Díaz; Ronghao Pan; Rafael Valencia-García (CLEF (Working Notes), 2023)

UMUTeam at eRisk@CLEF 2023 Shared Task: Transformer Models for Early Detection of Pathological Gambling, Depression, and Eating Disorder. - Ronghao Pan; José Antonio García-Díaz; Rafael Valencia-García (CLEF (Working Notes), 2023)

PoliticIT at EVALITA 2023: Overview of the Political Ideology Detection in Italian Texts Task. - Daniel Russo 004; Salud María Jiménez-Zafra; José Antonio García-Díaz; Tommaso Caselli; Luis Alfonso Ureña López; Rafael Valencia-García (EVALITA, 2023)

Evaluation of Transformer-Based Models for Punctuation and Capitalization Restoration in Spanish and Portuguese. - Ronghao Pan; José Antonio García-Díaz; Rafael Valencia-García (NLDB, 2023)

UMUTeam at SemEval-2023 Task 12: Ensemble Learning of LLMs applied to Sentiment Analysis for Low-resource African Languages. - José Antonio García-Díaz; Camilo Caparrós-Laiz; Ángela Almela; Gema Alcaraz-Mármol; María José Marín-Pérez; Rafael Valencia-García (SemEval@ACL, 2023)

UMUTeam at SemEval-2023 Task 11: Ensemble Learning applied to Binary Supervised Classifiers with disagreements. - José Antonio García-Díaz; Ronghao Pan; Gema Alcaraz-Mármol; María José Marín-Pérez; Rafael Valencia-García (SemEval@ACL, 2023)

UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation. - José Antonio García-Díaz; Ronghao Pan; Salud María Jiménez-Zafra; María-Teresa Martn-Valdivia; Luis Alfonso Ureña López; Rafael Valencia-García (SemEval@ACL, 2023)

Chick Adams at SemEval-2023 Task 5: Using RoBERTa and DeBERTa to Extract Post and Document-based Features for Clickbait Spoiling. - Ronghao Pan; José Antonio García-Díaz; Francisco García-Sánchez 001; Rafael Valencia-García (SemEval@ACL, 2023)

UMUTeam at SemEval-2023 Task 3: Multilingual transformer-based model for detecting the Genre, the Framing, and the Persuasion Techniques in Online News. - Ronghao Pan; José Antonio García-Díaz; Miguel Ángel Rodríguez-García; Rafael Valencia-García (SemEval@ACL, 2023)

UMUTeam at SemEval-2023 Task 10: Fine-grained detection of sexism in English. - Ronghao Pan; José Antonio García-Díaz; Salud María Jiménez-Zafra; Rafael Valencia-García (SemEval@ACL, 2023)

AIInFunds. Intelligent Services for Monitoring Tendencies of Alternative Investment Funds. - José Antonio García-Díaz; José Antonio Miñarro-Giménez; Ángela Almela; Gema Alcaraz-Mármol; María José Marín-Pérez; Francisco García-Sánchez 001; Rafael Valencia-García (SEPLN (Projects and Demonstrations), 2023)

FD. A Platform for Monitoring Financial and Economic Information towards Alternative Investment Funds. - José Antonio García-Díaz; José Antonio Miñarro-Giménez; Ángela Almela; Gema Alcaraz-Mármol; María José Marín-Pérez; Francisco García-Sánchez 001; Rafael Valencia-García (SEPLN (Projects and Demonstrations), 2023)

UMUTeam at HUHU 2023: Detecting Prejudices in Humour Using Ensemble Learning and Knowledge Integration. - José Antonio García-Díaz; Rafael Valencia-García (IberLEF@SEPLN, 2023)

UMUTeam at Dipromats 2023: Propaganda Detection in Spanish and English Combining Linguistic Features with Contextual Sentence Embeddings. - José Antonio García-Díaz; Rafael Valencia-García (IberLEF@SEPLN, 2023)

UMUTeam at HOMO-MEX 2023: Fine-tuning Large Language Models integration for solving hate-speech detection in Mexican Spanish. - José Antonio García-Díaz; Salud María Jiménez-Zafra; Rafael Valencia-García (IberLEF@SEPLN, 2023)

UMUTeam at MentalRiskES2023@IberLEF: Transformer and Ensemble Learning Models for Early Detection of Eating Disorders and Depression. - Ronghao Pan; José Antonio García-Díaz; Rafael Valencia-García (IberLEF@SEPLN, 2023)

Smart Analysis of Economics Sentiment in Spanish Based on Linguistic Features and Transformers. - José Antonio García-Díaz; Francisco García-Sánchez 001; Rafael Valencia-García (IEEE Access, 2023)

Linguistic features integration for text classification tasks in Spanish. - José Antonio García-Díaz (Proces. del Leng. Natural, 2023)

Overview of FinancES 2023: Financial Targeted Sentiment Analysis in Spanish. - José Antonio García-Díaz; Ángela Almela; Francisco García-Sánchez 001; Gema Alcaraz-Mármol; María José Marín-Pérez; Rafael Valencia-García (Proces. del Leng. Natural, 2023)

Overview of PoliticES at IberLEF 2023: Political Ideology Detection in Spanish Texts. - José Antonio García-Díaz; Salud María Jiménez-Zafra; María Teresa Martín Valdivia; Francisco García-Sánchez 001; Luis Alfonso Ureña López; Rafael Valencia-García (Proces. del Leng. Natural, 2023)

Spanish hate-speech detection in football. - Esteban Montesinos-Cánovas; Francisco García-Sánchez 001; José Antonio García-Díaz; Gema Alcaraz-Mármol; Rafael Valencia-García (Proces. del Leng. Natural, 2023)

Evaluation of transformer-based models for punctuation and capitalization restoration in Catalan and Galician. - Ronghao Pan; José Antonio García-Díaz; Pedro José Vivancos Vicente; Rafael Valencia-García (Proces. del Leng. Natural, 2023)

Overview of HOPE at IberLEF 2023: Multilingual Hope Speech Detection. - Salud María Jiménez-Zafra; Miguel Ángel García Cumbreras; Daniel García-Baena; José Antonio García-Díaz; Bharathi Raja Chakravarthi; Rafael Valencia-García; Luis Alfonso Ureña López (Proces. del Leng. Natural, 2023)

Evaluation of transformer models for financial targeted sentiment analysis in Spanish. - Ronghao Pan; José Antonio García-Díaz; Francisco García-Sánchez 001; Rafael Valencia-García (PeerJ Comput. Sci., 2023)

Hope speech detection in Spanish. - Daniel García-Baena; Miguel Ángel García Cumbreras; Salud M. Jiménez-Zafra; José Antonio García-Díaz; Rafael Valencia-García (Lang. Resour. Evaluation, 2023)

PoliticPA 2024: Author Profiling Gender and Political Ideology of Politicians in Panama. - Denis Cedeño-Moreno; Ronghao Pan; Miguel Vargas-Lombardo; José Antonio García-Díaz; Francisco García-Sánchez 001 (CITI, 2024)

Language Technology-based Political Microtargeting Services. - José Antonio García-Díaz; María José Marín-Pérez; Gema Alcaraz-Mármol; Ángela Almela; José Antonio Miñarro-Giménez; Francisco García-Sánchez 001 (CITI, 2024)

UMUTeam at eRisk@CLEF 2024: Fine-Tuning Transformer Models with Sentiment Features for Early Detection and Severity Measurement of Eating Disorders. - Ronghao Pan; José Antonio García-Díaz; Tomás Bernal-Beltrán; Rafael Valencia-García (CLEF (Working Notes), 2024)

UMUTeam at EXIST 2024: Multi-modal Identification and Categorization of Sexism by Feature Integration. - Ronghao Pan; José Antonio García-Díaz; Tomás Bernal-Beltrán; Rafael Valencia-García (CLEF (Working Notes), 2024)

UMUTeam at SemEval-2024 Task 6: Leveraging Zero-Shot Learning for Detecting Hallucinations and Related Observable Overgeneration Mistakes. - Ronghao Pan; José Antonio García-Díaz; Tomás Bernal-Beltrán; Rafael Valencia-García (SemEval@NAACL, 2024)

UMUTeam at SemEval-2024 Task 10: Discovering and Reasoning about Emotions in Conversation using Transformers. - Ronghao Pan; José Antonio García-Díaz; Diego Roldán; Rafael Valencia-García (SemEval@NAACL, 2024)

UMUTeam at SemEval-2024 Task 4: Multimodal Identification of Persuasive Techniques in Memes through Large Language Models. - Ronghao Pan; José Antonio García-Díaz; Rafael Valencia-García (SemEval@NAACL, 2024)

UMUTeam at SemEval-2024 Task 8: Combining Transformers and Syntax Features for Machine-Generated Text Detection. - Ronghao Pan; José Antonio García-Díaz; Pedro José Vivancos Vicente; Rafael Valencia-García (SemEval@NAACL, 2024)

Spanish FatPhoCorpus 2023: Combating Fatphobia in Social Media in Spanish Using Transformers. - José Antonio García-Díaz; Ronghao Pan; Salud María Jiménez-Zafra; Rafael Valencia-García (SEPLN Posters, 2024)

UMUTEAM at DIPROMATS 2024: Feature Integration for Detecting Fine-grained Propaganda and Narrative. - José Antonio García-Díaz; Ronghao Pan; Andreu Rodilla Lázaro; Camilo Cristancho; Rafael Valencia-García (IberLEF@SEPLN, 2024)

UMUTeam at FLARES@IberLEF 2024: Enhancing Disinformation Detection with 5W1H Techniques and Transformer Models. - Ronghao Pan; José Antonio García-Díaz; Francisco García-Sánchez 001; Rafael Valencia-García (IberLEF@SEPLN, 2024)

UMUTeam at MentalRiskES@IberLEF 2024: Using the Fine-Tuning Approach of Transformer-Based Models with Sentiment Feature for Early Detection of Mental Disorders. - Ronghao Pan; José Antonio García-Díaz; Rafael Valencia-García (IberLEF@SEPLN, 2024)

SIGAMER: a Decision Support System for Demand Management in the Retail Industry Based on the Intelligent Analysis of Structured Data and Social Networks. - Diego Roldán; Ronghao Pan; Camilo Caparrós-Laiz; José Antonio García-Díaz; Rafael Valencia-García (SEPLN (Projects and Demonstrations), 2024)

Sanivert: Transformers-based End2End System for Speech Recognition in Spanish, Catalan and Portuguese in Healthcare. - Pedro José Vivancos Vicente; Juan Salvador Castejón-Garrido; Ronghao Pan; Camilo Caparrós-Laiz; José Antonio García-Díaz; Rafael Valencia-García (SEPLN (Projects and Demonstrations), 2024)

Spanish MEACorpus 2023: A multimodal speech-text corpus for emotion analysis in Spanish from natural environments. - Ronghao Pan; José Antonio García-Díaz; Miguel Ángel Rodríguez-García; Rafael Valencia-García (Comput. Stand. Interfaces, 2024)

Evaluating Transformers and Linguistic Features integration for Author Profiling tasks in Spanish. - José Antonio García-Díaz; Ghassan Beydoun; Rafael Valencia-García (Data Knowl. Eng., 2024)

Overview of HOPE at IberLEF 2024: Approaching Hope Speech Detection in Social Media from Two Perspectives, for Equality, Diversity and Inclusion and as Expectations. - Daniel García-Baena; Fazlourrahman Balouchzahi; Sabur Butt; Miguel Ángel García Cumbreras; Atnafu Lambebo Tonja; José Antonio García-Díaz; Selen Bozkurt; Bharathi Raja Chakravarthi; Hector G. Ceballos; Rafael Valencia-García; Grigori Sidorov; Luis Alfonso Ureña López; et al. (Proces. del Leng. Natural, 2024)

Overview of EmoSPeech at IberLEF 2024: Multimodal Speech-text Emotion Recognition in Spanish. - Ronghao Pan; José Antonio García-Díaz; Miguel Ángel Rodríguez-García; Francisco García-Sánchez 001; Rafael Valencia-García (Proces. del Leng. Natural, 2024)

Fine grain emotion analysis in Spanish using linguistic features and transformers. - Alejandro Salmerón-Ríos; José Antonio García-Díaz; Ronghao Pan; Rafael Valencia-García (PeerJ Comput. Sci., 2024)

Spanish MTLHateCorpus 2023: Multi-task learning for hate speech detection to identify speech type, target, target group and intensity. - Ronghao Pan; José Antonio García-Díaz; Rafael Valencia-García (Comput. Stand. Interfaces, 2025)

Optimizing Few-Shot Learning Through a Consistent Retrieval Extraction System for Hate Speech Detection. - Ronghao Pan; José Antonio García-Díaz; Rafael Valencia-García (Proces. del Leng. Natural, 2025)