Andrés Montoyo

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 27

Top Venues

RANLP

Proces. del Leng. Natural

SemEval@COLING

IberLEF@SEPLN

Publications

Ali Turab, Wutiphol Sintunavarat, Farhan Ullah, Shujaat Ali Zaidi, Andrés Montoyo, Josué-Antonio Nescolarde-Selva
Computational modeling of animal behavior in T-mazes: Insights from machine learning. Ecol. Informatics 81 (2024)
Andrés Montoyo, Rafael Muñoz, Yoan Gutiérrez
Geo.IA: Artificial Geo-Intelligence Platform to Solve Citizens Problems and Facilitate Strategic Decision Making in the Public Administration. SEPLN (Projects and Demonstrations) (2024)
Yoan Gutiérrez, José Ignacio Abreu Salas, Andrés Montoyo, Rafael Muñoz, Suilan Estévez-Velarde
KD SENSO-MERGER: An architecture for semantic integration of heterogeneous data. Eng. Appl. Artif. Intell. 132 (2024)
Fabio Yáñez-Romero, Andrés Montoyo, Rafael Muñoz, Yoan Gutiérrez, Armando Suárez
OntoLM: Integrating Knowledge Bases and Language Models for classification in the medical domain. Proces. del Leng. Natural 72 (2024)
Santiago Galiano, Rafael Muñoz, Yoan Gutiérrez, Andrés Montoyo, José Ignacio Abreu, Luis Alfonso Ureña López
T2KG: Transforming Multimodal Document to Knowledge Graph. RANLP (2023)
Rafael Muñoz, Yoan Gutiérrez, Andrés Montoyo
T2Know: An Advance Scientific-Tecnical Text Analysis Platform for Trend and Knowledge Extraction Using NLP Techniques. SEPLN (Projects and Demonstrations) (2023)
Fabio Yanez, Andrés Montoyo, Yoan Gutiérrez, Rafael Muñoz, Armando Suárez
A Review in Knowledge Extraction from Knowledge Bases. RANLP (2023)
Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo
General-purpose hierarchical optimisation of machine learning pipelines with grammatical evolution. Inf. Sci. 543 (2021)
Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz
Knowledge Discovery in COVID-19 Research Literature. RANLP (2021)
Alejandro Piad-Morfis, Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz
Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2021. Proces. del Leng. Natural 67 (2021)
Hian Cañizares-Diaz, Alejandro Piad-Morffis, Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz Guillena
Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text. RANLP (2021)
Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz Guillena, Yudivián Almeida-Cruz
Demo Application for the AutoGOAL Framework. COLING (Demonstrations) (2020)
Alejandro Piad-Morffis, Yoan Gutiérrez, Hian Cañizares-Diaz, Suilan Estevez-Velarde, Rafael Muñoz, Andrés Montoyo, Yudivián Almeida-Cruz
Overview eHealth-KD 2020. IberLEF@SEPLN (2020)
Alejandro Piad-Morffis, Suilan Estevez-Velarde, Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz
Knowledge Discovery in COVID-19 Research Literature. NLP4COVID@EMNLP (2020)
Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz
Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing. COLING (2020)
Alejandro Piad-Morffis, Yoan Gutiérrez, Suilan Estévez-Velarde, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz
Analysis of eHealth knowledge discovery systems in the TASS 2018 workshop. Proces. del Leng. Natural 62 (2019)
Miguel Lloret-Climent, Andrés Montoyo, Yoan Gutiérrez, Rafael Muñoz Guillena, Kristian Alonso-Stenberg
A systemic and cybernetic perspective on causality, big data and social networks in tourism. Kybernetes 48 (2) (2019)
Alejandro Piad-Morffis, Rafael Muñoz, Yoan Gutiérrez, Yudivián Almeida-Cruz, Suilan Estevez-Velarde, Andrés Montoyo
A Neural Network Component for Knowledge-Based Semantic Representations of Text. RANLP (2019)
Alejandro Piad-Morffis, Yoan Gutiérrez, Juan Pablo Consuegra-Ayala, Suilan Estevez-Velarde, Yudivián Almeida-Cruz, Rafael Muñoz, Andrés Montoyo
Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2019. IberLEF@SEPLN (2019)
Isabel Moreno, Yoan Gutiérrez, Andrés Montoyo
Atención automatizada a estudiantes en el proceso de matriculación en la Universidad de Alicante. Proces. del Leng. Natural 63 (2019)
Suilan Estevez-Velarde, Andrés Montoyo, Yudivián Almeida-Cruz, Yoan Gutiérrez, Alejandro Piad-Morffis, Rafael Muñoz
Demo Application for LETO: Learning Engine Through Ontologies. RANLP (2019)
Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz
Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study. CIARP (2019)
Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text. ACL (1) (2019)
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, Alejandro Piad-Morffis, Julio Villena-Román
Overview of TASS 2018: Opinions, Health and Emotions. TASS@SEPLN (2018)
Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo
Spreading semantic information by Word Sense Disambiguation. Knowl. Based Syst. 132 (2017)
Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo
A semantic framework for textual data enrichment. Expert Syst. Appl. 57 (2016)
Yoan Gutiérrez, Isabel Moreno, David Tomás, Andrés Montoyo, Patricio Martínez-Barco, Rafael Muñoz, Salud María Jiménez Zafra, María Teresa Martín-Valdivia, Arturo Montejo-Ráez, Luis Alfonso Ureña López, Fernando Javier Martínez Santiago, Eladio M. Blanco-López
REDES at TAC Knowledge Base Population 2016 : EDL and BeSt tracks. TAC (2016)
Pedro Aniel Sánchez-Mirabal, Yarelis Ruano Torres, Suilen Hernández Alvarado, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz
UMCC_DLSI: Sentiment Analysis in Twitter using Polirity Lexicons and Tweet Similarity. SemEval@COLING (2014)
Rubén Izquierdo, Sonia Vázquez, Andrés Montoyo
Semantic Classes and Relevant Domains on WSD. TSD (2014)
Alexander Chavez, Héctor Dávila, Yoan Gutiérrez, Antonio Fernández Orquín, Andrés Montoyo, Rafael Muñoz
UMCC_DLSI_SemSim: Multilingual System for Measuring Semantic Textual Similarity. SemEval@COLING (2014)
Alexandra Balahur, Rada Mihalcea, Andrés Montoyo
Computational approaches to subjectivity and sentiment analysis: Present and envisaged methods and applications. Comput. Speech Lang. 28 (1) (2014)
Yenier Castañeda, Armando Collazo, Elvis Crego, Jorge L. Garcia, Yoan Gutiérrez, David Tomás, Andrés Montoyo, Rafael Muñoz
UMCC_DLSI: A Probabilistic Automata for Aspect Based Sentiment Analysis. SemEval@COLING (2014)
Reynier Ortega Bueno, Adrian Fonseca Bruzón, Carlos Muñiz Cuza, Yoan Gutiérrez, Andrés Montoyo
UO_UA: Using Latent Semantic Analysis to Build a Domain-Dependent Sentiment Resource. SemEval@COLING (2014)
Yoan Gutiérrez, Andy González, Roger Pérez, José Ignacio Abreu, Antonio Fernández Orquín, Alejandro Mosquera López, Andrés Montoyo, Rafael Muñoz, Franc Camara
UMCC_DLSI-(SA): Using a ranking algorithm and informal features to solve Sentiment Analysis in Twitter. SemEval@NAACL-HLT (2013)
Reynier Ortega Bueno, Adrian Fonseca Bruzón, Yoan Gutiérrez, Andrés Montoyo
SSA-UO: Unsupervised Sentiment Analysis in Twitter. SemEval@NAACL-HLT (2013)
Alexandra Balahur, Jesús M. Hermida, Andrés Montoyo, Rafael Muñoz
Detecting implicit expressions of affect in text using EmotiNet and its extensions. Data Knowl. Eng. 88 (2013)
Héctor Dávila, Antonio Fernández Orquín, Alexander Chavez, Yoan Gutiérrez, Armando Collazo, José Ignacio Abreu, Andrés Montoyo, Rafael Muñoz
UMCC_DLSI-(EPS): Paraphrases Detection Based on Semantic Distance. SemEval@NAACL-HLT (2013)
Alexander Chavez, Héctor Dávila, Yoan Gutiérrez, Armando Collazo, José Ignacio Abreu, Antonio Fernández Orquín, Andrés Montoyo, Rafael Muñoz
UMCC_DLSI: Textual Similarity based on Lexical-Semantic features. *SEM@NAACL-HLT (2013)
Jesús M. Hermida, Santiago Meliá, Andrés Montoyo, Jaime Gómez
Applying model-driven engineering to the development of Rich Internet Applications for Business Intelligence. Inf. Syst. Frontiers 15 (3) (2013)
Yoan Gutiérrez, Yenier Castañeda, Andy González, Rainel Estrada, Dennys D. Puig, José Ignacio Abreu, Roger Pérez, Antonio Fernández Orquín, Andrés Montoyo, Rafael Muñoz, Franc Camara
UMCC_DLSI: Reinforcing a Ranking Algorithm with Sense Frequencies and Multidimensional Semantic Resources to solve Multilingual Word Sense Disambiguation. SemEval@NAACL-HLT (2013)
Yoan Gutiérrez, Andy González, Antonio Fernández Orquín, Andrés Montoyo, Rafael Muñoz
RA-SR: Using a ranking algorithm to automatically building resources for subjectivity analysis over annotated corpora. WASSA@NAACL-HLT (2013)
Armando Collazo, Alberto Ceballo, Dennys D. Puig, Yoan Gutiérrez, José Ignacio Abreu, Roger Pérez, Antonio Fernández Orquín, Andrés Montoyo, Rafael Muñoz, Franc Camara
UMCC_DLSI: Semantic and Lexical features for detection and classification Drugs in biomedical texts. SemEval@NAACL-HLT (2013)
Reynier Ortega Bueno, Adrian Fonseca Bruzón, Yoan Gutiérrez, Andrés Montoyo
Improving Subjectivity Detection using Unsupervised Subjectivity Word Sense Disambiguation. Proces. del Leng. Natural 51 (2013)
Ester Boldrini, Alexandra Balahur, Patricio Martínez-Barco, Andrés Montoyo
Using EmotiBlog to annotate and analyse subjectivity in the new textual genres. Data Min. Knowl. Discov. 25 (3) (2012)
Alexandra Balahur, Jesús M. Hermida, Andrés Montoyo
Detecting implicit expressions of emotion in text: A comparative analysis. Decis. Support Syst. 53 (4) (2012)
Alexandra Balahur, Mijail A. Kabadjov, Josef Steinberger, Ralf Steinberger, Andrés Montoyo
Challenges and solutions in the opinion summarization of user-generated content. J. Intell. Inf. Syst. 39 (2) (2012)
Elena Lloret, Alexandra Balahur, José M. Gómez, Andrés Montoyo, Manuel Palomar
Towards a unified framework for opinion retrieval, mining and summarization. J. Intell. Inf. Syst. 39 (3) (2012)
Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo
A graph-Based Approach to WSD Using Relevant Semantic Trees and N-Cliques Model. CICLing (1) (2012)
Andrés Montoyo, Patricio Martínez-Barco, Alexandra Balahur
Subjectivity and sentiment analysis: An overview of the current state of the area and envisaged developments. Decis. Support Syst. 53 (4) (2012)
Jesús M. Hermida, Santiago Meliá, José Javier Martínez Domene, Andrés Montoyo, Jaime Gómez
Developing Semantic Rich Internet Applications with the Sm4RIA Extension for OIDE. ICWE Workshops (2012)
Alexandra Balahur, Jesús M. Hermida, Andrés Montoyo
Building and Exploiting EmotiNet, a Knowledge Base for Emotion Detection Based on the Appraisal Theory Model. IEEE Trans. Affect. Comput. 3 (1) (2012)
Antonio Fernández Orquín, Yoan Gutiérrez, Héctor Dávila, Alexander Chavez, Andy González, Rainel Estrada, Yenier Castañeda, Sonia Vázquez, Andrés Montoyo, Rafael Muñoz
UMCC_DLSI: Multidimensional Lexical-Semantic Textual Similarity. SemEval@NAACL-HLT (2012)
Yoan Gutiérrez, Antonio Fernández Orquín, Sonia Vázquez, Andrés Montoyo
Enriching the Integration of Semantic Resources based on WordNet. Proces. del Leng. Natural 47 (2011)
Alexandra Balahur, Jesús M. Hermida, Andrés Montoyo
Detecting Implicit Expressions of Sentiment in Text Based on Commonsense Knowledge. WASSA@ACL (2011)
Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo
Improving WSD using ISR-WN with Relevant Semantic Trees and SemCor Senses Frequency. RANLP (2011)
Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo
Sentiment Classification Using Semantic Features Extracted from WordNet-based Resources. WASSA@ACL (2011)
Alexandra Balahur, Jesús M. Hermida, Andrés Montoyo, Rafael Muñoz
EmotiNet: A Knowledge Base for Emotion Detection in Text Built on the Appraisal Theories. NLDB (2011)
Jesús M. Hermida, Santiago Meliá, Andrés Montoyo, Jaime Gómez
Developing Rich Internet Applications as Social Sites on the Semantic Web: A Model-Driven Approach. Int. J. Syst. Serv. Oriented Eng. 2 (4) (2011)
Alexandra Balahur, Jesús M. Hermida, Andrés Montoyo
Detecting Emotions in Social Affective Situations Using the EmotiNet Knowledge Base. ISNN (3) (2011)
Andrés Montoyo, Manuel Palomar, German Rigau, Armando Suárez
Combining Knowledge- and Corpus-based Word-Sense-Disambiguation Methods CoRR (2011)
Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo
Word Sense Disambiguation: A Graph-Based Approach Using N-Cliques Partitioning Technique. NLDB (2011)
Elena Lloret, Alexandra Balahur, Manuel Palomar, Andrés Montoyo
Towards a Unified Approach for Opinion Question Answering and Summarization. WASSA@ACL (2011)
Ester Boldrini, Alexandra Balahur, Patricio Martínez-Barco, Andrés Montoyo
EmotiBlog: A Finer-Grained and More Precise Learning of Subjectivity Expression Models. Linguistic Annotation Workshop (2010)
Jesús M. Hermida, Santiago Meliá, Andrés Montoyo, Jaime Gómez
Developing Semantic Rich Internet Applications Using a Model-Driven Approach. WISE Workshops (2010)
Alexandra Balahur, Ester Boldrini, Andrés Montoyo, Patricio Martínez-Barco
Going Beyond Traditional QA Systems: Challenges and Keys in Opinion Question Answering. COLING (Posters) (2010)
Alexandra Balahur, Ester Boldrini, Andrés Montoyo, Patricio Martínez-Barco
IBEREVAL OM: Mining Opinions from the new textual genres. Proces. del Leng. Natural 45 (2010)
Yoan Gutiérrez Vázquez, Antonio Fernández Orquín, Andrés Montoyo, Sonia Vázquez
Integración de recursos semánticos basados en WordNet. Proces. del Leng. Natural 45 (2010)
Ester Boldrini, Alexandra Balahur, Patricio Martínez-Barco, Andrés Montoyo
EmotiBlog: a fine-grained annotation schema for labelling subjectivity in the new-textual genres born with the Web 2.0. Proces. del Leng. Natural 45 (2010)
Alexandra Balahur, Andrés Montoyo
OpAL: Applying Opinion Mining Techniques for the Disambiguation of Sentiment Ambiguous Adjectives in SemEval-2 Task 18. SemEval@ACL (2010)
Alexandra Balahur, Ester Boldrini, Andrés Montoyo, Patricio Martínez-Barco
The OpAL System at NTCIR 8 MOAT. NTCIR (2010)
Alexandra Balahur, Ester Boldrini, Andrés Montoyo, Patricio Martínez-Barco
Opinion Question Answering: Towards a Unified Approach. ECAI (2010)
Michael Wiegand, Alexandra Balahur, Benjamin Roth, Dietrich Klakow, Andrés Montoyo
A survey on the role of negation in sentiment analysis. NeSp-NLP@ACL (2010)
Jesús M. Hermida, María Teresa Romá-Ferri, Andrés Montoyo, Manuel Palomar
Reusing UML Class Models to Generate OWL Ontologies - A Use Case in the Pharmacotherapeutic Domain. KEOD (2009)
Elena Lloret, Alexandra Balahur, Manuel Palomar, Andrés Montoyo
Towards Building a Competitive Opinion Summarization System: Challenges and Keys. HLT-NAACL (Student Research Workshop and Doctoral Consortium) (2009)
Alexandra Balahur, Andrés Montoyo
Semantic Approaches to Fine and Coarse-Grained Feature-Based Opinion Mining. NLDB (2009)
Alexandra Balahur, Zornitsa Kozareva, Andrés Montoyo
Determining the Polarity and Source of Opinions Expressed in Political Debates. CICLing (2009)
Alexandra Balahur, Mijail A. Kabadjov, Josef Steinberger, Ralf Steinberger, Andrés Montoyo
Summarizing Opinions in Blog Threads. PACLIC (2009)
Alexandra Balahur, Ester Boldrini, Andrés Montoyo, Patricio Martínez-Barco
A Comparative Study of Open Domain and Opinion Question Answering Systems for Factual and Opinionated Queries. RANLP (2009)
Ester Boldrini, Alexandra Balahur, Patricio Martínez-Barco, Andrés Montoyo
EmotiBlog: an Annotation Scheme for Emotion Detection and Analysis in Non-traditional Textual Genres. DMIN (2009)
Alexandra Balahur, Ester Boldrini, Andrés Montoyo, Patricio Martínez-Barco
Cross-Topic Opinion Mining for Real-Time Human-Computer Interaction. NLPCS (2009)
Alexandra Balahur, Andrés Montoyo
A Semantic Relatedness Approach to Classifying Opinion from Web Reviews. Proces. del Leng. Natural 42 (2009)
Alexandra Balahur, Ester Boldrini, Andrés Montoyo, Patricio Martínez-Barco
Fact versus Opinion Questions Classification and Answering: Challenges and Keys. IC-AI (2009)
Alexandra Balahur, Ester Boldrini, Andrés Montoyo, Patricio Martínez-Barco
Opinion and Generic Question Answering Systems: a Performance Analysis. ACL/IJCNLP (2) (2009)
Alexandra Balahur, Ester Boldrini, Andrés Montoyo, Patricio Martínez-Barco
Towards the definition of requirements for mixed fact and opinion question answering systems. TSA@CIKM (2009)
Jesús M. Hermida, Andrés Montoyo, Jaime Gómez
Improving Semantic Web Applications with Navigational Semantics. NLDB (2009)
Alexandra Balahur, Elena Lloret, Óscar Ferrández, Andrés Montoyo, Manuel Palomar, Rafael Muñoz
The DLSIUAES Team's Participation in the TAC 2008 Tracks. TAC (2008)
Alexandra Balahur, Andrés Montoyo
Applying a culture dependent emotion triggers database for text valence and emotion classification. Proces. del Leng. Natural 40 (2008)
Alexandra Balahur, Andrés Montoyo
Multilingual Feature-Driven Opinion Extraction and Summarization from Customer Reviews. NLDB (2008)
Alexandra Balahur, Andrés Montoyo
Determining the Semantic Orientation of Opinions on Products - a Comparative Analysis. Proces. del Leng. Natural 41 (2008)
Zornitsa Kozareva, Sonia Vázquez, Andrés Montoyo
Domain Information for Fine-Grained Person Name Categorization. CICLing (2008)
Alexandra Balahur, Andrés Montoyo
A feature dependent method for opinion mining and classification. NLPKE (2008)
Alexandra Balahur, Andrés Montoyo
Building a Recommender System using Community Level Social Filtering. NLPCS (2008)
Zornitsa Kozareva, Sonia Vázquez, Andrés Montoyo
The Usefulness of Conceptual Representation for the Identification of Semantic Variability Expressions. CICLing (2007)
Zornitsa Kozareva, Borja Navarro, Sonia Vázquez, Andrés Montoyo
UA-ZBSA: A Headline Emotion Classification through Web Information. SemEval@ACL (2007)
Sonia Vázquez, Zornitsa Kozareva, Andrés Montoyo
How Context and Semantic Information Can Help a Machine Learning System? MICAI (2007)
Zornitsa Kozareva, Sonia Vázquez, Andrés Montoyo
Multilingual Name Disambiguation with Semantic Information. TSD (2007)
Zornitsa Kozareva, Sonia Vázquez, Andrés Montoyo
UA-ZSA: Web Page Clustering on the basis of Name Disambiguation. SemEval@ACL (2007)
Zornitsa Kozareva, Óscar Ferrández, Andrés Montoyo, Rafael Muñoz, Armando Suárez, Jaime Gómez
Combining data-driven systems for improving Named Entity Recognition. Data Knowl. Eng. 61 (3) (2007)
Sonia Vázquez, Andrés Montoyo, Zornitsa Kozareva
Word Sense Disambiguation Using Extended Relevant Domains Resource. IC-AI (2007)
Fredric C. Gey, Ray R. Larson, Mark Sanderson, Kerstin Bischoff, Thomas Mandl, Christa Womser-Hacker, Diana Santos, Paulo Rocha, Andrés Montoyo, Giorgio Maria Di Nunzio, Nicola Ferro
Challenges to Evaluation of Multilingual Geographic Information Retrieval in GeoCLEF. EVIA@NTCIR (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andrés Montoyo