UMCC-DLSI: Integrative Resource for Disambiguation Task. - Yoan Gutiérrez; Antonio Fernández Orquín; Andrés Montoyo-Guijarro; Sonia Vázquez Pérez (SemEval@ACL, 2010)

Integración de recursos semánticos basados en WordNet. - Yoan Gutiérrez Vázquez; Antonio Fernández Orquín; Andrés Montoyo; Sonia Vázquez (Proces. del Leng. Natural, 2010)

Word Sense Disambiguation: A Graph-Based Approach Using N-Cliques Partitioning Technique. - Yoan Gutiérrez; Sonia Vázquez; Andrés Montoyo (NLDB, 2011)

An Unsupervised Method to Improve Spanish Stemmer. - Antonio Fernández Orquín; Josval Díaz; Yoan Gutiérrez; Rafael Muñoz 001 (NLDB, 2011)

Improving WSD using ISR-WN with Relevant Semantic Trees and SemCor Senses Frequency. - Yoan Gutiérrez; Sonia Vázquez; Andrés Montoyo (RANLP, 2011)

Sentiment Classification Using Semantic Features Extracted from WordNet-based Resources. - Yoan Gutiérrez; Sonia Vázquez; Andrés Montoyo (WASSA@ACL, 2011)

Enriching the Integration of Semantic Resources based on WordNet. - Yoan Gutiérrez; Antonio Fernández Orquín; Sonia Vázquez; Andrés Montoyo (Proces. del Leng. Natural, 2011)

A graph-Based Approach to WSD Using Relevant Semantic Trees and N-Cliques Model. - Yoan Gutiérrez; Sonia Vázquez; Andrés Montoyo (CICLing (1), 2012)

UMCC_DLSI: Multidimensional Lexical-Semantic Textual Similarity. - Antonio Fernández Orquín; Yoan Gutiérrez; Héctor Dávila; Alexander Chavez; Andy González; Rainel Estrada; Yenier Castañeda; Sonia Vázquez; Andrés Montoyo; Rafael Muñoz 001 (SemEval@NAACL-HLT, 2012)

SSA-UO: Unsupervised Sentiment Analysis in Twitter. - Reynier Ortega Bueno; Adrian Fonseca Bruzón; Yoan Gutiérrez; Andrés Montoyo (SemEval@NAACL-HLT, 2013)

UMCC_DLSI: Semantic and Lexical features for detection and classification Drugs in biomedical texts. - Armando Collazo; Alberto Ceballo; Dennys D. Puig; Yoan Gutiérrez; José Ignacio Abreu; Roger Pérez; Antonio Fernández Orquín; Andrés Montoyo; Rafael Muñoz 001; Franc Camara (SemEval@NAACL-HLT, 2013)

UMCC_DLSI-(EPS): Paraphrases Detection Based on Semantic Distance. - Héctor Dávila; Antonio Fernández Orquín; Alexander Chavez; Yoan Gutiérrez; Armando Collazo; José Ignacio Abreu; Andrés Montoyo; Rafael Muñoz 001 (SemEval@NAACL-HLT, 2013)

UMCC_DLSI: Reinforcing a Ranking Algorithm with Sense Frequencies and Multidimensional Semantic Resources to solve Multilingual Word Sense Disambiguation. - Yoan Gutiérrez; Yenier Castañeda; Andy González; Rainel Estrada; Dennys D. Puig; José Ignacio Abreu; Roger Pérez; Antonio Fernández Orquín; Andrés Montoyo; Rafael Muñoz 001; Franc Camara (SemEval@NAACL-HLT, 2013)

UMCC_DLSI-(SA): Using a ranking algorithm and informal features to solve Sentiment Analysis in Twitter. - Yoan Gutiérrez; Andy González; Roger Pérez; José Ignacio Abreu; Antonio Fernández Orquín; Alejandro Mosquera López; Andrés Montoyo; Rafael Muñoz 001; Franc Camara (SemEval@NAACL-HLT, 2013)

UMCC_DLSI: Textual Similarity based on Lexical-Semantic features. - Alexander Chavez; Héctor Dávila; Yoan Gutiérrez; Armando Collazo; José Ignacio Abreu; Antonio Fernández Orquín; Andrés Montoyo; Rafael Muñoz 001 (*SEM@NAACL-HLT, 2013)

RA-SR: Using a ranking algorithm to automatically building resources for subjectivity analysis over annotated corpora. - Yoan Gutiérrez; Andy González; Antonio Fernández Orquín; Andrés Montoyo; Rafael Muñoz 001 (WASSA@NAACL-HLT, 2013)

Improving Subjectivity Detection using Unsupervised Subjectivity Word Sense Disambiguation. - Reynier Ortega Bueno; Adrian Fonseca Bruzón; Yoan Gutiérrez; Andrés Montoyo (Proces. del Leng. Natural, 2013)

UO_UA: Using Latent Semantic Analysis to Build a Domain-Dependent Sentiment Resource. - Reynier Ortega Bueno; Adrian Fonseca Bruzón; Carlos Muñiz Cuza; Yoan Gutiérrez; Andrés Montoyo (SemEval@COLING, 2014)

UMCC_DLSI: A Probabilistic Automata for Aspect Based Sentiment Analysis. - Yenier Castañeda; Armando Collazo; Elvis Crego; Jorge L. Garcia; Yoan Gutiérrez; David Tomás 001; Andrés Montoyo; Rafael Muñoz 001 (SemEval@COLING, 2014)

UMCC_DLSI_SemSim: Multilingual System for Measuring Semantic Textual Similarity. - Alexander Chavez; Héctor Dávila; Yoan Gutiérrez; Antonio Fernández Orquín; Andrés Montoyo; Rafael Muñoz 001 (SemEval@COLING, 2014)

GPLSI: Supervised Sentiment Analysis in Twitter using Skipgrams. - Javi Fernández; Yoan Gutiérrez; José Manuel Gómez Soriano; Patricio Martínez-Barco (SemEval@COLING, 2014)

UMCC_DLSI: Sentiment Analysis in Twitter using Polirity Lexicons and Tweet Similarity. - Pedro Aniel Sánchez-Mirabal; Yarelis Ruano Torres; Suilen Hernández Alvarado; Yoan Gutiérrez; Andrés Montoyo; Rafael Muñoz 001 (SemEval@COLING, 2014)

Tratamiento inteligente de la información para ayuda a la toma de decisiones. - Sonia Vázquez; Elena Lloret; Fernando Samuel Peregrino; Yoan Gutiérrez; Javi Fernández; José M. Gómez (Proces. del Leng. Natural, 2014)

Developing an Ontology to Capture Documents' Semantics. - Elena Lloret; Yoan Gutiérrez; José M. Gómez (KEOD, 2015)

Ensemble classifier for Twitter sentiment analysis. - Eugenio Martínez-Cámara; Yoan Gutiérrez Vázquez; Javi Fernández; Arturo Montejo-Ráez; Rafael Muñoz Guillena (WNACP@NLDB, 2015)

Evaluating a Sentiment Analysis Approach from a Business Point of View. - Javi Fernández; Yoan Gutiérrez; David Tomás 001; José M. Gómez; Patricio Martínez-Barco (TASS@SEPLN, 2015)

ElectionMap: una representación geolocalizada de intenciones de voto hacia partidos políticos sobre la base de comentarios de usuarios de Twitter. - Francisco Agulló; Antonio Guillén; Yoan Gutiérrez; Patricio Martínez-Barco (Proces. del Leng. Natural, 2015)

Social Rankings: análisis visual de sentimientos en redes sociales. - Javi Fernández; Yoan Gutiérrez; José M. Gómez; Patricio Martínez-Barco (Proces. del Leng. Natural, 2015)

Explotación y tratamiento de la información disponible en Internet para la anotación y generación de textos adaptados al usuario. - Elena Lloret; Yoan Gutiérrez; Fernando Samuel Peregrino; José Manuel Gómez Soriano; Antonio Guillén; Fernando Llopis (Proces. del Leng. Natural, 2015)

Socialising Around Media (SAM): Dynamic Social and Media Content Syndication for Second Screen. - David Tomás 001; Yoan Gutiérrez; Isabel Moreno; Francisco Agulló; Marco Tiemann; Juan Vicente Vidagany; Andreas Menychtas (Proces. del Leng. Natural, 2015)

REDES at TAC Knowledge Base Population 2016 : EDL and BeSt tracks. - Yoan Gutiérrez; Isabel Moreno; David Tomás 001; Andrés Montoyo; Patricio Martínez-Barco; Rafael Muñoz 001; Salud María Jiménez-Zafra; María Teresa Martín-Valdivia; Arturo Montejo-Ráez; Luis Alfonso Ureña López; Fernando Javier Martínez Santiago; Eladio M. Blanco-López (TAC, 2016)

A semantic framework for textual data enrichment. - Yoan Gutiérrez; Sonia Vázquez; Andrés Montoyo (Expert Syst. Appl., 2016)

Gestión de resúmenes para dispositivos móviles. - Fernando Llopis; José Manuel Gómez Soriano; Elena Lloret; Patricio Martínez-Barco; Yoan Gutiérrez (Proces. del Leng. Natural, 2016)

Opinion Mining in Social Networks versus Electoral Polls. - Javi Fernández; Fernando Llopis; Yoan Gutiérrez; Patricio Martínez-Barco; Álvaro Díez (RANLP, 2017)

Natural Language Processing Technologies for Document Profiling. - Antonio Guillén; Yoan Gutiérrez; Rafael Muñoz 001 (RANLP, 2017)

UCSC-NLP at SemEval-2017 Task 4: Sense n-grams for Sentiment Analysis in Twitter. - José Ignacio Abreu; Iván Castro; Claudia Martínez; Sebastián Oliva; Yoan Gutiérrez (SemEval@ACL, 2017)

Spreading semantic information by Word Sense Disambiguation. - Yoan Gutiérrez; Sonia Vázquez; Andrés Montoyo (Knowl. Based Syst., 2017)

Analizando opiniones en las redes sociales. - Javi Fernández; Fernando Llopis; Patricio Martínez-Barco; Yoan Gutiérrez; Álvaro Díez (Proces. del Leng. Natural, 2017)

On Evaluating the Contribution of Text Normalisation Techniques to Sentiment Analysis on Informal Web 2.0 Texts. - Alejandro Mosquera López; Yoan Gutiérrez; Paloma Moreda (Proces. del Leng. Natural, 2017)

A Document Profile for Improving Information Retrieval Systems. - Antonio Guillén; Yoan Gutiérrez; Rafael Muñoz 001 (Res. Comput. Sci., 2017)

Overview of TASS 2018: Opinions, Health and Emotions. - Eugenio Martínez Cámara; Yudivián Almeida-Cruz; Manuel Carlos Díaz-Galiano; Suilan Estévez-Velarde; Miguel Ángel García Cumbreras; Manuel García Vega; Yoan Gutiérrez; Arturo Montejo-Ráez; Andrés Montoyo; Rafael Muñoz 001; Alejandro Piad-Morffis; Julio Villena-Román (TASS@SEPLN, 2018)

FEUP at TREC 2018 Common Core Track - Reranking for Diversity using Hypergraph-of-Entity and Document Profiling. - José Luís Devezas; Sérgio Nunes 001; Antonio Guillén; Yoan Gutiérrez; Rafael Muñoz 001 (TREC, 2018)

GPLSI at TREC 2018 RTS Track. - Javi Fernández; Fernando Llopis; Yoan Gutiérrez; Patricio Martínez-Barco; José M. Gómez; Rafael Muñoz 001 (TREC, 2018)

Human Language Technologies: Key Issues for Representing Knowledge from Textual Information. - Yoan Gutiérrez; Elena Lloret; José M. Gómez (J. Univers. Comput. Sci., 2018)

Plataforma inteligente para la recuperación, análisis y representación de la información generada por usuarios en Internet. - Yoan Gutiérrez; José Manuel Gómez Soriano; Fernando Llopis; Lea Lea Canales; Antonio Guillén (Proces. del Leng. Natural, 2018)

AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text. - Suilan Estevez-Velarde; Yoan Gutiérrez; Andrés Montoyo; Yudivián Almeida-Cruz (ACL (1), 2019)

Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study. - Suilan Estevez-Velarde; Yoan Gutiérrez; Andrés Montoyo; Yudivián Almeida-Cruz (CIARP, 2019)

Demo Application for LETO: Learning Engine Through Ontologies. - Suilan Estevez-Velarde; Andrés Montoyo; Yudivián Almeida-Cruz; Yoan Gutiérrez; Alejandro Piad-Morffis; Rafael Muñoz 001 (RANLP, 2019)

A Neural Network Component for Knowledge-Based Semantic Representations of Text. - Alejandro Piad-Morffis; Rafael Muñoz 001; Yoan Gutiérrez; Yudivián Almeida-Cruz; Suilan Estevez-Velarde; Andrés Montoyo (RANLP, 2019)

Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2019. - Alejandro Piad-Morffis; Yoan Gutiérrez; Juan Pablo Consuegra-Ayala; Suilan Estevez-Velarde; Yudivián Almeida-Cruz; Rafael Muñoz 001; Andrés Montoyo (IberLEF@SEPLN, 2019)

Developing an ontology schema for enriching and linking digital media assets. - Yoan Gutiérrez; David Tomás 001; Isabel Moreno (Future Gener. Comput. Syst., 2019)

A corpus to support eHealth Knowledge Discovery technologies. - Alejandro Piad-Morffis; Yoan Gutiérrez; Rafael Muñoz 001 (J. Biomed. Informatics, 2019)

A systemic and cybernetic perspective on causality, big data and social networks in tourism. - Miguel Lloret-Climent; Andrés Montoyo; Yoan Gutiérrez; Rafael Muñoz Guillena; Kristian Alonso-Stenberg (Kybernetes, 2019)

Socialising around media - Improving the second screen experience through semantic analysis, context awareness and dynamic communities. - David Tomás 001; Yoan Gutiérrez; Atta Badii; Marco Tiemann; Fotis Aisopos (Multim. Tools Appl., 2019)

TASS 2018: The Strength of Deep Learning in Language Understanding Tasks. - Manuel Carlos Díaz-Galiano; Miguel Ángel García Cumbreras; Manuel García Vega; Yoan Gutiérrez; Eugenio Martínez Cámara; Alejandro Piad-Morffis; Julio Villena-Román (Proces. del Leng. Natural, 2019)

Social-Univ 2.0: Tecnologías del Lenguaje Humano, aplicación para la monitorización omnicanal del entorno social de la Universidad de Alicante. - Isabel Moreno; Javi Fernández; Yoan Gutiérrez (Proces. del Leng. Natural, 2019)

Social-Univ 2.0: Monitorización del entorno digital social universitario. - Isabel Moreno; Javi Fernández; Yoan Gutiérrez (Proces. del Leng. Natural, 2019)

Atención automatizada a estudiantes en el proceso de matriculación en la Universidad de Alicante. - Isabel Moreno; Yoan Gutiérrez; Andrés Montoyo (Proces. del Leng. Natural, 2019)

Analysis of eHealth knowledge discovery systems in the TASS 2018 workshop. - Alejandro Piad-Morffis; Yoan Gutiérrez; Suilan Estévez-Velarde; Yudivián Almeida-Cruz; Andrés Montoyo; Rafael Muñoz 001 (Proces. del Leng. Natural, 2019)

Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing. - Suilan Estevez-Velarde; Yoan Gutiérrez; Andrés Montoyo; Yudivián Almeida-Cruz (COLING, 2020)

Demo Application for the AutoGOAL Framework. - Suilan Estevez-Velarde; Alejandro Piad-Morffis; Yoan Gutiérrez; Andrés Montoyo; Rafael Muñoz Guillena; Yudivián Almeida-Cruz (COLING (Demonstrations), 2020)

Knowledge Discovery in COVID-19 Research Literature. - Alejandro Piad-Morffis; Suilan Estevez-Velarde; Ernesto Luis Estevanell-Valladares; Yoan Gutiérrez; Andrés Montoyo; Rafael Muñoz 001; Yudivián Almeida-Cruz (NLP4COVID@EMNLP, 2020)

Overview eHealth-KD 2020. - Alejandro Piad-Morffis; Yoan Gutiérrez; Hian Cañizares-Diaz; Suilan Estevez-Velarde; Rafael Muñoz 001; Andrés Montoyo; Yudivián Almeida-Cruz (IberLEF@SEPLN, 2020)

A computational ecosystem to support eHealth Knowledge Discovery technologies in Spanish. - Alejandro Piad-Morffis; Yoan Gutiérrez; Yudivián Almeida-Cruz; Rafael Muñoz 001 (J. Biomed. Informatics, 2020)

Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text. - Hian Cañizares-Diaz; Alejandro Piad-Morffis; Suilan Estevez-Velarde; Yoan Gutiérrez; Yudivián Almeida-Cruz; Andrés Montoyo; Rafael Muñoz Guillena (RANLP, 2021)

Fiero: Asistente virtual para la captación de insultos. - Beatriz Botella Gil; Flor Miriam Plaza del Arco; Ana Belén Parras Portillo; Yoan Gutiérrez (SEPLN (Projects and Demonstrations), 2021)

General-purpose hierarchical optimisation of machine learning pipelines with grammatical evolution. - Suilan Estevez-Velarde; Yoan Gutiérrez; Yudivián Almeida-Cruz; Andrés Montoyo (Inf. Sci., 2021)

Automatic extension of corpora from the intelligent ensembling of eHealth knowledge discovery systems outputs. - Juan Pablo Consuegra-Ayala; Yoan Gutiérrez; Alejandro Piad-Morffis; Yudivián Almeida-Cruz; Manuel Palomar (J. Biomed. Informatics, 2021)

Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2021. - Alejandro Piad-Morfis; Suilan Estevez-Velarde; Yoan Gutiérrez; Yudivián Almeida-Cruz; Andrés Montoyo; Rafael Muñoz 001 (Proces. del Leng. Natural, 2021)

Why are some social-media contents more popular than others? Opinion and association rules mining applied to virality patterns discovery. - Estela Saquete; José Jacobo Zubcoff; Yoan Gutiérrez; Patricio Martínez-Barco; Javi Fernández (Expert Syst. Appl., 2022)

Intelligent ensembling of auto-ML system outputs for solving classification problems. - Juan Pablo Consuegra-Ayala; Yoan Gutiérrez; Yudivián Almeida-Cruz; Manuel Palomar (Inf. Sci., 2022)

T2KG: Transforming Multimodal Document to Knowledge Graph. - Santiago Galiano; Rafael Muñoz 001; Yoan Gutiérrez; Andrés Montoyo; José Ignacio Abreu; Luis Alfonso Ureña López (RANLP, 2023)

A Review in Knowledge Extraction from Knowledge Bases. - Fabio Yanez; Andrés Montoyo; Yoan Gutiérrez; Rafael Muñoz 001; Armando Suárez (RANLP, 2023)

T2Know: An Advance Scientific-Tecnical Text Analysis Platform for Trend and Knowledge Extraction Using NLP Techniques. - Rafael Muñoz 001; Yoan Gutiérrez; Andrés Montoyo (SEPLN (Projects and Demonstrations), 2023)

Generación y pesado de skipgrams y su aplicación al análisis de sentimientos. - Javi Fernández; Yoan Gutiérrez; Patricio Martínez-Barco (Proces. del Leng. Natural, 2023)

Geo.IA: Artificial Geo-Intelligence Platform to Solve Citizens Problems and Facilitate Strategic Decision Making in the Public Administration. - Andrés Montoyo; Rafael Muñoz 001; Yoan Gutiérrez (SEPLN (Projects and Demonstrations), 2024)

Leveraging Large Language Models to Measure Gender Bias in Gendered Languages. - Erik Derner; Sara Sansalvador de la Fuente; Yoan Gutiérrez; Paloma Moreda; Nuria Oliver (CoRR, 2024)

A comprehensive methodology to construct standardised datasets for Science and Technology Parks. - Olga Francés; Javi Fernández; José Ignacio Abreu Salas; Yoan Gutiérrez; Manuel Palomar (Data Knowl. Eng., 2024)

KD SENSO-MERGER: An architecture for semantic integration of heterogeneous data. - Yoan Gutiérrez; José Ignacio Abreu Salas; Andrés Montoyo; Rafael Muñoz 001; Suilan Estévez-Velarde (Eng. Appl. Artif. Intell., 2024)

Automatic annotation of protected attributes to support fairness optimization. - Juan Pablo Consuegra-Ayala; Yoan Gutiérrez; Yudivián Almeida-Cruz; Manuel Palomar (Inf. Sci., 2024)

Balancing Efficiency and Performance in NLP: A Cross-Comparison of Shallow Machine Learning and Large Language Models via AutoML. - Ernesto Luis Estevanell-Valladares; Yoan Gutiérrez; Andrés Montoyo-Guijarro; Rafael Muñoz Guillena; Yudivián Almeida-Cruz (Proces. del Leng. Natural, 2024)

OntoLM: Integrating Knowledge Bases and Language Models for classification in the medical domain. - Fabio Yáñez-Romero; Andrés Montoyo; Rafael Muñoz 001; Yoan Gutiérrez; Armando Suárez (Proces. del Leng. Natural, 2024)

Tailoring a Knowledge Discovery Framework to Process Pharmacologic Documents. - Isabel Moreno; Alejandro Piad-Morffis; Yoan Gutiérrez; Paloma Moreda (Proces. del Leng. Natural, 2025)

Bias mitigation for fair automation of classification tasks. - Juan Pablo Consuegra-Ayala; Yoan Gutiérrez; Yudivián Almeida-Cruz; Manuel Palomar (Expert Syst. J. Knowl. Eng., 2025)

Applying Smarta to the analysis of tourist networks. - Miguel Lloret-Climent; Josué-Antonio Nescolarde-Selva; Kristian Alonso-Stenberg; Andrés Montoyo; Yoan Gutiérrez Vázquez (CoRR, 2025)

From Text to Graph: Leveraging Graph Neural Networks for Enhanced Explainability in NLP. - Fabio Yáñez-Romero; Andrés Montoyo; Armando Suárez; Yoan Gutiérrez; Ruslan Mitkov (CoRR, 2025)

XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML. - Ernesto Luis Estevanell-Valladares; Suilan Estevez-Velarde; Yoan Gutiérrez; Andrés Montoyo; Ruslan Mitkov (CoRR, 2025)