Antonio Molina Marco
Associate Professor
- Publications
- 49
- Projects
- 1
- Publishing since
- 1996–2026
- Improving Mental Health Screening and Early Risk Detection in Spanish
Andreu Casamayor Segarra , Vicent Ahuir Esteve , Antonio Molina Marco , Lluís Felip Hurtado Oliver
- Automatic Extraction of Food-Gut Microbiota Relations in Scientific Publications
Pere Marco García , Garcia-Gamero, Gabriel , Antonio Molina Marco , Lluís Felip Hurtado Oliver , D'auria, Giussepe , Francino, M. Pilar
Proceedings of the 28th International Conference of the Catalan Association for Artificial Intelligence, 431, 291 – 294 · DOI: https://doi.org/10.3233/FAIA261048
- ELiRF-UPV at BioNNE-R Task: Transfer Learning on Transformer-based Models for Biomedical Relation Classification
Pere Marco García , Vicent Ahuir Esteve , Marc Hurtado Beneyto , Antonio Molina Marco
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2026), 4283
- ELiRF-UPV at SimpleText 2026: Decoupling Action Prediction and Controlled Generation for Text Simplification
Marc Hurtado Beneyto , Vicent Ahuir Esteve , Antonio Molina Marco , María José Castro Bleda
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2026), 4283
- Incremental Context Expansion and Domain-Adapted Transformers for Early Mental Health Risk Detection in Spanish
Andreu Casamayor Segarra , Vicent Ahuir Esteve , Antonio Molina Marco , Lluís Felip Hurtado Oliver
IEEE Access, 14, 145510-145538 · DOI: 10.1109/ACCESS.2026.3734589
- 2025 ConferenceELiRF-UPV at eRisk 2025: New Approaches to the Detection and Early Detection of Symptoms and Signs of Depression
Andreu Casamayor Segarra , Vicent Ahuir Esteve , Antonio Molina Marco , Lluís Felip Hurtado Oliver
The Conference and Labs of the Evaluation Forum, 1-15
- 2025 ConferenceELiRF-UPV at MentalRiskES 2025: Spanish Longformer for Early Detection of Gambling Addiction Risk
Andreu Casamayor Segarra , Vicent Ahuir Esteve , Antonio Molina Marco , Lluís Felip Hurtado Oliver
Iberian Languages Evaluation Forum
- 2024 ConferenceELiRF-VRAIN at MentalRiskES 2024: Using LongFormer for Early Detection of Mental Disorders Risk
Andreu Casamayor Segarra , Vicent Ahuir Esteve , Antonio Molina Marco , Lluís Felip Hurtado Oliver
Iberian Languages Evaluation Forum
- 2024 ConferenceELiRF-VRAIN at eRisk 2024: Using LongFormers for Early Detection of Signs of Anorexia
Andreu Casamayor Segarra , Vicent Ahuir Esteve , Antonio Molina Marco , Lluís Felip Hurtado Oliver
Conference and Labs of the Evaluation Forum, 803
- 2023 ConferenceELiRF-UPV at eRisk 2023: Early detection of pathological gambling using SVM
Antonio Molina Marco , Huang, Xinhui , Lluís Felip Hurtado Oliver , Ferran Pla Santamaría
Conference and Labs of the Evaluation Forum, 736
- 2014 JournalTowards a ProteinProtein Interaction information extraction system: Recognizing named entities
Roxana María Danger Mercaderes , Ferran Pla Santamaría , Antonio Molina Marco , Paolo Rosso
KNOWLEDGE-BASED SYSTEMS, 57, 104-118
- 2010 ConferenceLa Ingeniería Informática en la Universidad Politécnica de Valencia: un GRADO Adaptado al Espacio Europeo de Educación Superior
Vidal, Eduardo Vendrell , Antonio Molina Marco
Convención y Feria Internacional Informática, 0-0
- 2010 JournalAnálisis de textos sobre interacciones entre proteínas
Roxana María Danger Mercaderes , Ferran Pla Santamaría , Antonio Molina Marco
PROCESAMIENTO DEL LENGUAJE NATURAL, 1(45), 301-302
- 2010 JournalBorda-Based Voting Schemes for Semantic Role Labeling
Antonio Molina Marco , Paolo Rosso
Lecture Notes in Computer Science, 6231, 189-196
- 2010 JournalTecnologías del Lenguaje aplicadas al Modelado de Sistemas de Información (TeLMoSIs)
Antonio Molina Marco , Lidia Ana Moreno Boronat , Natividad Prieto Saez , Sánchez, Juan
PROCESAMIENTO DEL LENGUAJE NATURAL, 329-330
- 2008 ConferenceAnálisis de la Formación Preuniversitaria en el Rendimiento de los Alumnos de Primer Curso de Ingeniería Informática
Conejero, José A. , Pérez, Antonio , Fornés, Arturo , Antonio Molina Marco , Vendrell, Eduardo
Congreso Iberoamericano de Docencia Universitaria, 1-9
- 2008 ConferencePredicting success in the computer science degree using ROC analysis
Fornés, Arturo , Conejero, José A. , Antonio Molina Marco , Pérez, Antonio , Vendrell, Eduardo , Terrasa, Andrés , Emilio Sanchis Arnal
International Conference on Frontiers in Education (FECS), 86-90
- 2008 JournalPPIEs: Protein-Protein Interaction Information Extraction System
Roxana María Danger Mercaderes , Paolo Rosso , Ferran Pla Santamaría , Antonio Molina Marco
PROCESAMIENTO DEL LENGUAJE NATURAL, 137-143
- 2007 ConferenceConditional Random Fields vs. Hidden Markov Models in a Biomedical Named Entity Recognition Task
Ponomareva, Natalia , Paolo Rosso , Ferran Pla Santamaría , Antonio Molina Marco
International Conference on Recent Advances in Natural Language Processing (RANLP), 479-483
- 2007 ConferenceECTS evaluation in the Faculty of Computer Science of the Polytechnic University of Valencia
Antonio Molina Marco , Terrasa, Andrés , Vendrell, Eduardo , Emilio Sanchis Arnal
International Conference on Engineering Education (ICEE), 0-0
- 2007 JournalBiomedical Named Entity Recognition: A Poor Knowledge HMM-Based Approach
Ponomareva, Natalia , Ferran Pla Santamaría , Antonio Molina Marco , Paolo Rosso
Lecture Notes in Computer Science, 4592, 382-387
- 2004 ConferenceThe R2D2 Team at SENSEVAL-3
Davide Buscaldi , Paolo Rosso , Antonio Molina Marco , Ferran Pla Santamaría , Encarna Segarra Soriano
International Workshop on the Evaluation of Systems for the Semantic Analysis of Text (SENSEVAL), 248-252
- 2004 ConferenceWSD system based on Specialized Hiddem Markov Model (upv-shmm-eaw)
Antonio Molina Marco , Ferran Pla Santamaría , Encarna Segarra Soriano
International Workshop on the Evaluation of Systems for the Semantic Analysis of Text (SENSEVAL), 171-174
- 2004 JournalImproving Part-of-Speech Tagging using Lexicalized HMMs
Ferran Pla Santamaría , Antonio Molina Marco
Natural Language Engineering, 10(2), 167-189
- 2004 JournalInformation Retrieval and Text Categorization with Semantic Indexing
Paolo Rosso , Antonio Molina Marco , Ferran Pla Santamaría , Jiménez, Daniel , Vidal, Vicent
Lecture Notes in Computer Science, 1(2945), 596-600
- 2004 JournalPodado y lexicalización de reglas gramaticales y su aplicación al análisis sintáctico parcial
Bisbal, E. , Antonio Molina Marco , Lidia Ana Moreno Boronat
PROCESAMIENTO DEL LENGUAJE NATURAL, 65-71
- 2003 Journal3LB-SAT: Una herramienta de anotación semántica
Bisbal, Empar , Antonio Molina Marco , Lidia Ana Moreno Boronat , Ferran Pla Santamaría , Emilio Sanchis Arnal
PROCESAMIENTO DEL LENGUAJE NATURAL, 193-199
- 2003 Journal3LB: Construcción de una base de datos árboles sintáctico semánticos
Antonio Molina Marco , Lidia Ana Moreno Boronat , Ferran Pla Santamaría , Emilio Sanchis Arnal
PROCESAMIENTO DEL LENGUAJE NATURAL, 297-298
- 2003 JournalAutomatic Noun Sense Disambiguation
Paolo Rosso , Ferran Pla Santamaría , Antonio Molina Marco
Lecture Notes in Computer Science, 273-276
- 2002 ConferenceProyecto sobre el desarrollo de un sistema de comprensión de textos aplicado a la Recuperación de Información: TUSIR
Encarna Segarra Soriano , Antonio Molina Marco , Lidia Ana Moreno Boronat , Ferran Pla Santamaría , Emilio Sanchis Arnal
Jornadas de Tratamiento y Recuperación de Información (JOTRI), 183-190
- 2002 ConferenceWord Sense Disambiguation using Statistical Models and WordNet
Antonio Molina Marco , Ferran Pla Santamaría , Encarna Segarra Soriano , Lidia Ana Moreno Boronat
International Conference on Language Resources and Evaluation (LREC), 1043-1046
- 2002 JournalA Hidden Markov Model Approach to Word Sense Disambiguation
Antonio Molina Marco , Ferran Pla Santamaría , Encarna Segarra Soriano
Lecture Notes in Computer Science, 2527, 655-663
- 2002 JournalShallow Parsing using Specialized HMM
Antonio Molina Marco , Ferran Pla Santamaría
Journal of Machine Learning Research (JMLR), 2, 595-613
- 2002 JournalUna formulación unificada para distintos problemas de ambigüedad en PLN
Antonio Molina Marco , Ferran Pla Santamaría , Encarna Segarra Soriano
PROCESAMIENTO DEL LENGUAJE NATURAL, 121-128
- 2001 ConferenceHerramientas para el análisis léxico-semántico de textos en castellano
Lidia Ana Moreno Boronat , Antonio Molina Marco , Ferran Pla Santamaría , Natividad Prieto Saez , Emilio Sanchis Arnal , Encarna Segarra Soriano , M.Palomar
International Workshop on Spanish Language Processing and Language Technologies (SLPLT), 199-203
- 2001 ConferencePart-of Speech Tagging with Lexicalized HMM
Ferran Pla Santamaría , Antonio Molina Marco
International Conference on Recent Advances in Natural Language Processing (RANLP), 282-284
- 2001 ConferenceClause Detection using HMM
Antonio Molina Marco , Ferran Pla Santamaría
Conference on Computational Natural Language Learnings (CoNLL), 70-72
- 2001 JournalEvaluación de un etiquetador morfosintáctico basado en bigramas especializados para el castellano
Ferran Pla Santamaría , Antonio Molina Marco , Natividad Prieto Saez
PROCESAMIENTO DEL LENGUAJE NATURAL, 27, 215-221
- 2001 JournalLanguage Understanding using Two-level Stochastic Models with POS and Semantic Units
Ferran Pla Santamaría , Antonio Molina Marco , Emilio Sanchis Arnal , Encarna Segarra Soriano , Fernando García Granada
Lecture Notes in Computer Science, 403-409
- 2000 ConferenceImproving Chunking by means of Lexical-Contextual Information in Statistical Language Models
Ferran Pla Santamaría , Antonio Molina Marco , Natividad Prieto Saez
Conference on Computational Natural Language Learnings (CoNLL), 148-150
- 2000 ConferenceTagging and Chunking with Bigrams
Ferran Pla Santamaría , Antonio Molina Marco , Natividad Prieto Saez
International Conference on Computational Linguistics (COLING), 614-620
- 2000 JournalAn Integrated Statistical Model for Tagging and Chunking Unrestricted Text.
Ferran Pla Santamaría , Antonio Molina Marco , Natividad Prieto Saez
Lecture Notes in Computer Science, 15-18
- 2000 JournalHerramienta para el etiquetado léxico y análisis sintáctico de textos orientado a la construcción de corpus supervisados
Ribera, Xavier , Antonio Molina Marco , Ferran Pla Santamaría
PROCESAMIENTO DEL LENGUAJE NATURAL, 26(26), 119-124
- 1999 ConferenceEtiquetador Léxico basado en Modelos ECGI Extendidos y su aplicación al Corpus BDGEO
Ferran Pla Santamaría , Antonio Molina Marco
Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA) = Conference of the Spanish Association for Artificial Intelligence (CAEPIA), 36-43
- 1999 ConferenceAPLON: A Partial Parser of Unrestricted Text
Antonio Molina Marco , Ferran Pla Santamaría , Lidia Ana Moreno Boronat , Natividad Prieto Saez
International Conference on Computational Lexicography (COMPLEX), 101-108
- 1999 ConferenceIncremental Partial Parser of Unrestricted Natural Language Sentences
Antonio Molina Marco , Ferran Pla Santamaría , Lidia Ana Moreno Boronat , Natividad Prieto Saez
National Symposium on Pattern Recongnition and Image Analysis = Simposium nacional de reconocimiento de formas y análisis de imágenes (AERFAI), 171-178
- 1999 JournalPreliminares y tendencias en el Procesamiento del Lenguaje Natural
Antonio Molina Marco , Lidia Ana Moreno Boronat
REVISTA IBEROAMERICANA DE INTELIGENCIA ARTIFICIAL, 65-76
- 1997 ConferenceGramáticas Datalog Extendidas: una nueva aproximación
Lidia Ana Moreno Boronat , Palomar, Manuel , Antonio Molina Marco
Joint Conference on Declarative Programming (APPIA-GULP-PRODE) (Formerly GULP-PRODE and formerly PRODE), 153-162
- 1996 JournalLa ambigüedad en los distintos niveles de análisis del Procesamiento del Lenguaje Natural
Lidia Ana Moreno Boronat , Antonio Molina Marco
Boletin AEPIA, 71-83