| 2025 | EMNLP | XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML. | Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Yoan Gutirrez, Andrs Montoyo, Ruslan Mitkov |
| 2023 | RANLP | T2KG: Transforming Multimodal Document to Knowledge Graph. | Santiago Galiano, Rafael Muoz, Yoan Gutirrez, Andrs Montoyo, Jos Ignacio Abreu, Luis Alfonso Urea Lpez |
| 2023 | RANLP | A Review in Knowledge Extraction from Knowledge Bases. | Fabio Yanez, Andrs Montoyo, Yoan Gutirrez, Rafael Muoz, Armando Surez |
| 2021 | RANLP | Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text. | Hian Caizares-Diaz, Alejandro Piad-Morffis, Suilan Estevez-Velarde, Yoan Gutirrez, Yudivin Almeida-Cruz, Andrs Montoyo, Rafael Muoz Guillena |
| 2021 | RANLP | Knowledge Discovery in COVID-19 Research Literature. | Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutirrez, Andrs Montoyo, Rafael Muoz, Yudivin Almeida-Cruz |
| 2020 | COLING | Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing. | Suilan Estevez-Velarde, Yoan Gutirrez, Andrs Montoyo, Yudivin Almeida-Cruz |
| 2020 | COLING | Demo Application for the AutoGOAL Framework. | Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutirrez, Andrs Montoyo, Rafael Muoz Guillena, Yudivin Almeida-Cruz |
| 2020 | EMNLP | Knowledge Discovery in COVID-19 Research Literature. | Alejandro Piad-Morffis, Suilan Estevez-Velarde, Ernesto Luis Estevanell-Valladares, Yoan Gutirrez, Andrs Montoyo, Rafael Muoz, Yudivin Almeida-Cruz |
| 2019 | ACL | AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text. | Suilan Estevez-Velarde, Yoan Gutirrez, Andrs Montoyo, Yudivin Almeida-Cruz |
| 2019 | CIARP | Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study. | Suilan Estevez-Velarde, Yoan Gutirrez, Andrs Montoyo, Yudivin Almeida-Cruz |
| 2019 | RANLP | Demo Application for LETO: Learning Engine Through Ontologies. | Suilan Estevez-Velarde, Andrs Montoyo, Yudivin Almeida-Cruz, Yoan Gutirrez, Alejandro Piad-Morffis, Rafael Muoz |
| 2019 | RANLP | A Neural Network Component for Knowledge-Based Semantic Representations of Text. | Alejandro Piad-Morffis, Rafael Muoz, Yoan Gutirrez, Yudivin Almeida-Cruz, Suilan Estevez-Velarde, Andrs Montoyo |
| 2012 | CICLING | A graph-Based Approach to WSD Using Relevant Semantic Trees and N-Cliques Model. | Yoan Gutirrez, Sonia Vzquez, Andrs Montoyo |
| 2012 | ICWE | Developing Semantic Rich Internet Applications with the Sm4RIA Extension for OIDE. | Jess M. Hermida, Santiago Meli, Jos Javier Martnez Domene, Andrs Montoyo, Jaime Gmez |
| 2011 | ISNN | Detecting Emotions in Social Affective Situations Using the EmotiNet Knowledge Base. | Alexandra Balahur, Jess M. Hermida, Andrs Montoyo |
| 2011 | NLDB | EmotiNet: A Knowledge Base for Emotion Detection in Text Built on the Appraisal Theories. | Alexandra Balahur, Jess M. Hermida, Andrs Montoyo, Rafael Muoz |
| 2011 | NLDB | Word Sense Disambiguation: A Graph-Based Approach Using N-Cliques Partitioning Technique. | Yoan Gutirrez, Sonia Vzquez, Andrs Montoyo |
| 2011 | RANLP | Improving WSD using ISR-WN with Relevant Semantic Trees and SemCor Senses Frequency. | Yoan Gutirrez, Sonia Vzquez, Andrs Montoyo |
| 2010 | ACL | A survey on the role of negation in sentiment analysis. | Michael Wiegand, Alexandra Balahur, Benjamin Roth, Dietrich Klakow, Andrs Montoyo |
| 2010 | COLING | Going Beyond Traditional QA Systems: Challenges and Keys in Opinion Question Answering. | Alexandra Balahur, Ester Boldrini, Andrs Montoyo, Patricio Martnez-Barco |
| 2010 | ECAI | Opinion Question Answering: Towards a Unified Approach. | Alexandra Balahur, Ester Boldrini, Andrs Montoyo, Patricio Martnez-Barco |
| 2010 | WISE | Developing Semantic Rich Internet Applications Using a Model-Driven Approach. | Jess M. Hermida, Santiago Meli, Andrs Montoyo, Jaime Gmez |
| 2009 | ACL | Opinion and Generic Question Answering Systems: a Performance Analysis. | Alexandra Balahur, Ester Boldrini, Andrs Montoyo, Patricio Martnez-Barco |
| 2009 | CICLING | Determining the Polarity and Source of Opinions Expressed in Political Debates. | Alexandra Balahur, Zornitsa Kozareva, Andrs Montoyo |
| 2009 | CIKM | Towards the definition of requirements for mixed fact and opinion question answering systems. | Alexandra Balahur, Ester Boldrini, Andrs Montoyo, Patricio Martnez-Barco |
| 2009 | IC3K | Reusing UML Class Models to Generate OWL Ontologies - A Use Case in the Pharmacotherapeutic Domain. | Jess M. Hermida, Mara Teresa Rom-Ferri, Andrs Montoyo, Manuel Palomar |
| 2009 | NAACL | Towards Building a Competitive Opinion Summarization System: Challenges and Keys. | Elena Lloret, Alexandra Balahur, Manuel Palomar, Andrs Montoyo |
| 2009 | NLDB | Semantic Approaches to Fine and Coarse-Grained Feature-Based Opinion Mining. | Alexandra Balahur, Andrs Montoyo |
| 2009 | NLDB | Improving Semantic Web Applications with Navigational Semantics. | Jess M. Hermida, Andrs Montoyo, Jaime Gmez |
| 2009 | PACLIC | Summarizing Opinions in Blog Threads. | Alexandra Balahur, Mijail A. Kabadjov, Josef Steinberger, Ralf Steinberger, Andrs Montoyo |
| 2009 | RANLP | A Comparative Study of Open Domain and Opinion Question Answering Systems for Factual and Opinionated Queries. | Alexandra Balahur, Ester Boldrini, Andrs Montoyo, Patricio Martnez-Barco |
| 2008 | CICLING | Domain Information for Fine-Grained Person Name Categorization. | Zornitsa Kozareva, Sonia Vzquez, Andrs Montoyo |
| 2008 | NLDB | Multilingual Feature-Driven Opinion Extraction and Summarization from Customer Reviews. | Alexandra Balahur, Andrs Montoyo |
| 2007 | CICLING | The Usefulness of Conceptual Representation for the Identification of Semantic Variability Expressions. | Zornitsa Kozareva, Sonia Vzquez, Andrs Montoyo |
| 2006 | NLDB | The Role and Resolution of Textual Entailment in Natural Language Processing Applications. | Zornitsa Kozareva, Andrs Montoyo |
| 2005 | NLDB | Combining Data-Driven Systems for Improving Named Entity Recognition. | Zornitsa Kozareva, scar Ferrndez, Andrs Montoyo, Rafael Muoz, Armando Surez |
| 2004 | CICLING | Combining EWN and Sense-Untagged Corpus for WSD. | Iulia Nica, Maria Antnia Mart, Andrs Montoyo, Sonia Vzquez |
| 2004 | CICLING | The Role of Temporal Expressions in Word Sense Disambiguation. | Sonia Vzquez, Estela Saquete, Andrs Montoyo, Patricio Martnez-Barco, Rafael Muoz |
| 2004 | LREC | Enriching EWN with Syntagmatic Information by Means of WSD. | Iulia Nica, Maria Antnia Mart, Andrs Montoyo, Sonia Vzquez |
| 2004 | NLDB | An Unsupervised WSD Algorithm for a NLP System. | Iulia Nica, Andrs Montoyo, Sonia Vzquez, Maria Antnia Mart |
| 2002 | CICLING | Combining Supervised-Unsupervised Methods for Word Sense Disambiguation. | Andrs Montoyo, Armando Surez, Manuel Palomar |
| 2002 | CICLING | A Proposal for WSD Using Semantic Similarity. | Susana Soler, Andrs Montoyo |
| 2002 | CICLING | Specification Marks Method: Design and Implementation. | Sonia Vzquez, Ma Carmen Calle, Susana Soler, Andrs Montoyo |
| 2001 | CICLING | Specification Marks for Word Sense Disambiguation: New Development. | Andrs Montoyo, Manuel Palomar |
| 2001 | CICLING | PHORA: A NLP System for Spanish. | Manuel Palomar, Maximiliano Saiz-Noeda, Rafael Muoz, Armando Surez, Patricio Martnez-Barco, Andrs Montoyo |
| 2001 | DEXA | Interface for WordNet Enrichment with Classification Systems. | Andrs Montoyo, Manuel Palomar, German Rigau |
| 2001 | NLDB | Lexical Enrichment of WordNet with Classification Systems Using Specification Marks Method. | Andrs Montoyo, Manuel Palomar, German Rigau |
| 2000 | NLDB | WSD Algorithm Applied to a NLP System. | Andrs Montoyo, Manuel Palomar |