Soto Montalvo

According to our database, Soto Montalvo authored at least 40 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Early diagnosis of HIV cases by means of text mining and machine learning models on clinical notes.

Rodrigo Morales-Sánchez, Soto Montalvo, Adrián Riaño-Martínez, Raquel Martínez, María Velasco

Comput. Biol. Medicine, 2024

UNED_MRES Team at MentalRiskES2024: Exploring Hybrid Approaches to Detect Mental Disorder Risks in Social Media.

Modesto Sierra-Callau, Miguel Ángel Rodríguez-García, Soto Montalvo-Herranz, Raquel Martínez-Unanue

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

2023

URJC-Team at MEDDOPLACE 2023: Bi-LSTM and Transformers for Medical Document Place-Related Content Extraction.

David Roldán-Álvarez, Miguel Ángel Rodríguez-García, Soto Montalvo-Herranz, Raquel Martínez-Unanue

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

URJC-Team at FinancES 2023: Financial Targeted Sentiment Analysis in Spanish Combining Transformers.

Miguel Ángel Rodríguez-García, Adrián Riaño-Martínez, David Roldán-Álvarez, Soto Montalvo-Herranz

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

URJC-Team at HOPE2023@IberLEF: Multilingual Hope Speech Detection Using Transformers Architecture.

Miguel Ángel Rodríguez-García, Adrián Riaño-Martínez, Soto Montalvo-Herranz

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

2022

URJC-Team at PoliticEs 2022: Political Ideology Prediction using Linear Classifiers.

Miguel Ángel Rodríguez-García, Soto Montalvo-Herranz, Raquel Martínez-Unanue

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Summaries of Knowledge Graph Entities: First Steps to Measure the Relevance of Symptoms to Infer Diseases.

Miguel Ángel Rodríguez-García, Carlos Badenes-Olmedo, Soto Montalvo-Herranz

Proceedings of the Joint Proceedings of the 3th International Workshop on Artificial Intelligence Technologies for Legal Documents (AI4LEGAL 2022) and the 1st International Workshop on Knowledge Graph Summarization (KGSum 2022) co-located with the 21st International Semantic Web Conference (ISWC 2022), 2022

2021

URJC-Team at EmoEvalEs 2021: BERT for Emotion Classification in Spanish Tweets.

Jorge Alberto Flores Sanchez, Soto Montalvo-Herranz, Raquel Martínez-Unanue

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

2020

ICD-10 Coding of Spanish Electronic Discharge Summaries: An Extreme Classification Problem.

Mario Almagro, Raquel Martínez, Víctor Fresno, Soto Montalvo

IEEE Access, 2020

ICD-10 Coding based on Semantic Distance: LSI_UNED at CLEF eHealth 2020 Task 1.

Mario Almagro, Raquel Martínez-Unanue, Víctor Fresno, Soto Montalvo, Hegler Tissot

Proceedings of the Working Notes of CLEF 2020, 2020

2019

A cross-lingual approach to automatic ICD-10 coding of death certificates by exploring machine translation.

Mario Almagro, Raquel Martínez, Soto Montalvo, Víctor Fresno

J. Biomed. Informatics, 2019

2018

Estudio preliminar de la anotación automática de códigos CIE-10 en informes de alta hospitalarios.

Mario Almagro, Raquel Martínez, Víctor Fresno, Soto Montalvo

Proces. del Leng. Natural, 2018

Building an Educational Platform Using NLP: A Case Study in Teaching Finance.

Soto Montalvo, Jesús Palomo, Carmen de la Orden

J. Univers. Comput. Sci., 2018

Person name disambiguation on the web in a multilingual context.

Agustín D. Delgado, Raquel Martínez, Soto Montalvo, Víctor Fresno

Inf. Sci., 2018

A Survey of Person Name Disambiguation on the Web.

Agustín D. Delgado, Soto Montalvo, Raquel Martínez-Unanue, Víctor Fresno-Fernández

IEEE Access, 2018

MAMTRA-MED at Biomedical Abbreviation Recognition and Resolution - IberEval 2018.

Soto Montalvo, Raquel Martínez, Mario Almagro, Susana Lorenzo

Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018

MAMTRA-MED at CLEF eHealth 2018: A Combination of Information Retrieval Techniques and Neural Networks for ICD-10 Coding of Death Certificates.

Mario Almagro, Soto Montalvo, Arantza Díaz de Ilarraza, Alicia Pérez

Proceedings of the Working Notes of CLEF 2018, 2018

Graphical User Interface for assistance with ICD-10 coding of Hospital Discharge Records.

Soto Montalvo, Mario Almagro, Raquel Martínez, Víctor Fresno, Susana Lorenzo, Maria Carmen Morales, Beatriz Gonzalez, Jacinto Alamo, Alejandro Garcia-Caro

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

MC4WEPS: a multilingual corpus for Web people search disambiguation.

Soto Montalvo, Raquel Martínez, Leonardo Campillos, Agustín D. Delgado, Víctor Fresno, Felisa Verdejo

Lang. Resour. Evaluation, 2017

Person Name Disambiguation in the Web Using Adaptive Threshold Clustering.

Agustín D. Delgado, Raquel Martínez-Unanue, Soto Montalvo, Víctor Fresno

J. Assoc. Inf. Sci. Technol., 2017

Biomedical Abbreviation Recognition and Resolution by PROSA-MED.

Soto Montalvo, Maite Oronoz, Horacio Rodríguez, Raquel Martínez

Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN 2017), 2017

Overview of the M-WePNaD Task: Multilingual Web Person Name Disambiguation at IberEval 2017.

Soto Montalvo, Raquel Martínez, Víctor Fresno, Agustín Daniel Delgado, Arkaitz Zubiaga, Richard Berendsen

Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN 2017), 2017

2016

Tratamiento de Redes Sociales en Desambiguación de Nombres de Persona en la Web.

Agustín D. Delgado, Raquel Martínez-Unanue, Soto Montalvo, Víctor Fresno

Proces. del Leng. Natural, 2016

2015

Quality prediction of multilingual news clustering: An experimental study.

Soto Montalvo, Raquel Martínez-Unanue, Víctor Fresno

J. Inf. Sci., 2015

Exploiting named entities for bilingual news clustering.

Soto Montalvo, Raquel Martínez-Unanue, Víctor Fresno, Agustín D. Delgado

J. Assoc. Inf. Sci. Technol., 2015

Multilingual Information Access on the Web.

Soto Montalvo, Raquel Martínez-Unanue, Víctor Fresno, Rafael Capilla

Computer, 2015

2014

An Unsupervised Algorithm for Person Name Disambiguation in the Web.

Agustín D. Delgado, Raquel Martínez-Unanue, Víctor Fresno, Soto Montalvo

Proces. del Leng. Natural, 2014

A Data Driven Approach for Person Name Disambiguation in Web Search Results.

Agustín D. Delgado, Raquel Martínez-Unanue, Víctor Fresno-Fernández, Soto Montalvo

Proceedings of the COLING 2014, 2014

2013

URJC&UNED at ImageCLEF 2013 Photo Annotation Task.

Jesús Sánchez-Oro, Soto Montalvo, Antonio S. Montemayor, Juan José Pantrigo, Abraham Duarte, Víctor Fresno, Raquel Martínez-Unanue

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012

NESM: a Named Entity based Proximity Measure for Multilingual News Clustering.

Soto Montalvo, Víctor Fresno, Raquel Martínez-Unanue

Proces. del Leng. Natural, 2012

Automatic cognate identification based on a fuzzy combination of string similarity measures.

Soto Montalvo, Eduardo G. Pardo, Raquel Martínez-Unanue, Víctor Fresno

Proceedings of the FUZZ-IEEE 2012, 2012

URJCyUNED at ImageCLEF 2012 Photo Annotation Task.

Jesús Sánchez-Oro, Soto Montalvo, Antonio S. Montemayor, Raúl Cabido, Juan José Pantrigo, Abraham Duarte, Víctor Fresno, Raquel Martínez-Unanue

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2007

Multilingual news clustering: Feature translation vs. identification of cognate named entities.

Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas, Víctor Fresno

Pattern Recognit. Lett., 2007

Bilingual News Clustering Using Named Entities and Fuzzy Similarity.

Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas, Víctor Fresno

Proceedings of the Text, Speech and Dialogue, 10th International Conference, 2007

2006

Multilingual News Document Clustering: Two Algorithms Based on Cognate Named Entities.

Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas, Víctor Fresno

Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

Improving Web Page Clustering Through Selecting Appropiate Term Weighting Functions.

Víctor Fresno, Raquel Martínez-Unanue, Soto Montalvo

Proceedings of the First IEEE International Conference on Digital Information Management (ICDIM), 2006

Multilingual Document Clustering: An Heuristic Approach Based on Cognate Named Entities.

Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas, Víctor Fresno

Proceedings of the ACL 2006, 2006

2005

Evaluación del clustering de páginas web mediante funciones de peso y combinación heurística de criterios.

Raquel Martínez-Unanue, Víctor Fresno-Fernández, Arantza Casillas, Soto Montalvo-Herranz

Proces. del Leng. Natural, 2005

2004

An Approach to the Use and Automatic Generation of Web-Based Learning Materials.

Víctor Fresno, Soto Montalvo-Herranz, Joaquín Pérez-Iglesias, Jaime Urquiza-Fuentes, J. Ángel Velázquez-Iturbide

Proceedings of the Advances in Web-Based Learning, 2004

2003

eXitor: A Tool for the Assisted Edition of XML Documents.

Víctor Fresno-Fernández, Soto Montalvo-Herranz, Joaquín Pérez-Iglesias

Proceedings of the From information to knowledge: 7th ICCC/IFIP International Conference on Electronic Publishing held at the Universidade do Minho, 2003