Juan Martínez-Romo

74 papers A 2B 1C 4Journal 32Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	EDHER-MED: Early Detection of Health Risks by Textual Analysis of Medical Documents. SEPLN-PD Juan Martínez-Romo, Lourdes Araujo, Arantza Casillas Rubio, Aitziber Atutxa
2025	C	`conf`	Generative AI for Education: A Retrieval-Augmented System for Effective Feedback in Self-Assessment. EDUCON Juan Martínez-Romo, Lourdes Araujo, Laura Plaza, Fernando López-Ostenero
2025	J	`jnl`	Guardian-BERT: Early detection of self-injury and suicidal signs with language technologies in electronic health reports. Comput. Biol. Medicine Juan Martínez-Romo, Lourdes Araujo, Blanca Reneses
2025	—	`conf`	Prompting Large Language Models for Spanish Easy-to-Read Text Generation: UNED-INEDA at CLEARS 2025. IberLEF@SEPLN Laura Plaza, Lourdes Araujo, Fernando López-Ostenero, Juan Martínez-Romo
2025	J	`jnl`	Unifying Named Entity Recognition and Extreme Multi-Label Classification f or Explainable Clinical Coding. Proces. del Leng. Natural Alicia Ramirez-Arrabe, Andrés Duque, Juan Martínez-Romo
2024	J	`jnl`	Generation of social network user profiles and their relationship with suicidal behaviour. Proces. del Leng. Natural Jorge Fernandez-Hernandez, Lourdes Araujo, Juan Martínez-Romo
2024	A	`conf`	Generative LLMs for Multilingual Temporal Expression Normalization. ECAI Alejandro Sánchez-de-Castro-Fernández, Lourdes Araujo, Juan Martínez-Romo
2024	—	`conf`	NLP-UNED at eRisk 2024: Approximate Nearest Neighbors with Encoding Refinement for Early Detecting Signs of Anorexia. CLEF (Working Notes) Hermenegildo Fabregat, Daniel Deniz, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2024	C	`conf`	Personalized Self-Assessment Tool Using a Telegram Bot: A Case Study on Data Structures and Algorithms. EDUCON Fernando López-Ostenero, Juan Martínez-Romo, Laura Plaza, Lourdes Araujo
2024	—	`conf`	UNED-GELP at MentalRiskES 2024: Transformer-Based Encoders and Similarity Techniques for Early Risk Prediction of Mental Disorders. IberLEF@SEPLN Jorge Fernandez-Hernandez, Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2024	—	`conf`	UNED-UNIOVI at EmoSPeech-IberLEF2024: Emotion Identification in Spanish by Combining Multimodal Textual Analysis and Machine Learning Methods. IberLEF@SEPLN Juan Martínez-Romo, José Farnesio Huesca Barril, Lourdes Araujo, Enrique A. de la Cal Marín
2023	—	`conf`	A Re-labeling Approach Based on Approximate Nearest Neighbors for Identifying Gambling Disorders in Social Media. CLEF Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2023	—	`conf`	LSI_UNED at ClinAIS 2023: Transformer Models for Section Identification in Spanish Medical Reports. IberLEF@SEPLN Andrés Duque, Lourdes Araujo, Juan Martínez-Romo, Hermenegildo Fabregat
2023	—	`conf`	NLP-UNED at MentalRiskES 2023: Approximate Nearest Neighbors for Identifying Health Disorders. IberLEF@SEPLN Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2023	—	`conf`	NLP-UNED-2 at eRisk 2023: Detecting Pathological Gambling in Social Media through Dataset Relabeling and Neural Networks. CLEF (Working Notes) Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2023	—	`conf`	NLPIR-UNED at CheckThat!-2023: Ensemble of Classifiers for Check-Worthiness Estimation. CLEF (Working Notes) Juan R. Martinez-Rico, Lourdes Araujo, Juan Martínez-Romo
2023	J	`jnl`	Negation-based transfer learning for improving biomedical Named Entity Recognition and Relation Extraction. J. Biomed. Informatics Hermenegildo Fabregat, Andrés Duque, Juan Martínez-Romo, Lourdes Araujo
2023	—	`conf`	OBSER-MENH at eRisk 2023: Deep Learning-Based Approaches for Symptom Detection in Depression and Early Identification of Pathological Gambling Indicators. CLEF (Working Notes) Juan Martínez-Romo, Lourdes Araujo, Xabier Larrayoz, Maite Oronoz, Alicia Pérez
2023	—	`conf`	OBSER-MENH: Digital OBSERvatory of MENtal Health in Social Networks for Healthcare Institutions Based on Language Technologies. SEPLN (Projects and Demonstrations) Alicia Pérez, Maite Oronoz, Juan Martínez-Romo, Lourdes Araujo
2023	J	`jnl`	RoBERTime: A novel model for the detection of temporal expressions in Spanish. Proces. del Leng. Natural Alejandro Sánchez-de-Castro-Fernández, Lourdes Araujo, Juan Martínez-Romo
2022	J	`jnl`	Detección de Indicios de Autolesiones No Suicidas en Informes Médicos de Psiquiatría Mediante el Análisis del Lenguaje. Proces. del Leng. Natural Juan Martínez-Romo, Lourdes Araujo, Blanca Reneses, Julia Sevilla-Llewellyn-Jones, Ignacio Martínez-Capella, Germán Seara-Aguilar
2022	—	`conf`	NLPIR-UNED at CheckThat!-2022: Ensemble of Classifiers for Fake News Detection. CLEF (Working Notes) Juan R. Martinez-Rico, Juan Martínez-Romo, Lourdes Araujo
2022	C	`conf`	Self-Assesment tool with topic-driven navigation for algorithms learning. EDUCON Fernando López-Ostenero, Laura Plaza, Lourdes Araujo, Juan Martínez-Romo
2022	J	`jnl`	Semi-supervised incremental learning with few examples for discovering medical association rules. BMC Medical Informatics Decis. Mak. Ricardo Sánchez-de-Madariaga, Juan Martínez-Romo, José Miguel Cantero Escribano, Lourdes Araujo
2022	—	`conf`	UNED-MED at eRisk 2022: depression detection with TF-IDF, linguistic features and Embeddings. CLEF (Working Notes) Elena Campillo Ageitos, Juan Martínez-Romo, Lourdes Araujo
2022	—	`conf`	UNED-NLP at eRisk 2022: Analyzing gambling disorders in Social Media using Approximate Nearest Neighbors. CLEF (Working Notes) Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2021	J	`jnl`	A keyphrase-based approach for interpretable ICD-10 code classification of Spanish medical reports. Artif. Intell. Medicine Andrés Duque, Hermenegildo Fabregat, Lourdes Araujo, Juan Martínez-Romo
2021	—	`conf`	DOTT-HEALTH: Desarrollo de Tecnologı'a aplicada a textos para el soporte de diagnosis, prevención y gestión de instituciones de SALUD. SEPLN (Projects and Demonstrations) Lourdes Araujo, Juan Martínez-Romo, Jordi Turmo, Lluís Padró, Arantza Casillas, Koldo Gojenola
2021	—	`conf`	LSI_UNED at CLEF eHealth2021: Exploring the effects of transfer learning in negation detection and entity recognition in clinical texts. CLEF (Working Notes) Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2021	—	`conf`	NLP&IR@UNED at CheckThat! 2021: Check-worthiness estimation and fake news detection using transformer models. CLEF (Working Notes) Juan R. Martinez-Rico, Juan Martínez-Romo, Lourdes Araujo
2021	—	`conf`	NLP-UNED at eRisk 2021: self-harm early risk detection with TF-IDF and linguistic features. CLEF (Working Notes) Elena Campillo Ageitos, Hermenegildo Fabregat, Lourdes Araujo, Juan Martínez-Romo
2020	J	`jnl`	Deep-Learning Approach to Educational Text Mining and Application to the Analysis of Topics' Difficulty. IEEE Access Lourdes Araujo, Fernando López-Ostenero, Juan Martínez-Romo, Laura Plaza
2020	—	`conf`	NLP&IR@UNED at CheckThat! 2020: A Preliminary Approach for Check-Worthiness and Claim Retrieval Tasks using Neural Networks and Graphs. CLEF (Working Notes) Juan R. Martinez-Rico, Lourdes Araujo, Juan Martínez-Romo
2020	—	`conf`	NLP-UNED at eRisk 2020: Self-harm Early Risk Detection with Sentiment Analysis and Linguistic Features. CLEF (Working Notes) Elena Campillo Ageitos, Juan Martínez-Romo, Lourdes Araujo
2020	J	`jnl`	Understanding and Improving Disability Identification in Medical Documents. IEEE Access Hermenegildo Fabregat, Juan Martínez-Romo, Lourdes Araujo
2019	J	`jnl`	Can deep learning techniques improve classification performance of vandalism detection in Wikipedia? Eng. Appl. Artif. Intell. Juan R. Martinez-Rico, Juan Martínez-Romo, Lourdes Araujo
2019	—	`conf`	De-Identification through Named Entity Recognition for Medical Document Anonymization. IberLEF@SEPLN Hermenegildo Fabregat, Andrés Duque, Juan Martínez-Romo, Lourdes Araujo
2019	J	`jnl`	Deep learning approach for negation trigger and scope recognition. Proces. del Leng. Natural Hermenegildo Fabregat, Lourdes Araujo, Juan Martínez-Romo
2019	J	`jnl`	Discovering related scientific literature beyond semantic similarity: a new co-citation approach. Scientometrics Oscar Rodriguez-Prieto, Lourdes Araujo, Juan Martínez-Romo
2019	J	`jnl`	EXTRAE: EXTRacción de Asociaciones entre Enfermedades y otros conceptos médicos. Proces. del Leng. Natural Lourdes Araujo, Juan Martínez-Romo, Andrés Duque, Fernando López-Ostenero, Ricardo Sánchez-de-Madariaga, Adolfo Muñoz Carrero, Mario Pascual Carrasco
2019	—	`conf`	Extending a Deep Learning Approach for Negation Cues Detection in Spanish. IberLEF@SEPLN Hermenegildo Fabregat, Andrés Duque, Juan Martínez-Romo, Lourdes Araujo
2019	—	`conf`	NLP@UNED at SMM4H 2019: Neural Networks Applied to Automatic Classifications of Adverse Effects Mentions in Tweets. SMM4H@ACL Javier Cortes-Tejada, Juan Martínez-Romo, Lourdes Araujo
2019	—	`conf`	NLP_UNED at eHealth-KD Challenge 2019: Deep Learning for Named Entity Recognition and Attentive Relation Extraction. IberLEF@SEPLN Hermenegildo Fabregat, Andres Duque Fernandez, Juan Martínez-Romo, Lourdes Araujo
2018	J	`jnl`	Co-occurrence graphs for word sense disambiguation in the biomedical domain. Artif. Intell. Medicine Andres Duque Fernandez, Mark Stevenson, Juan Martínez-Romo, Lourdes Araujo
2018	J	`jnl`	Deep neural models for extracting entities and relationships in the new RDD corpus relating disabilities and rare diseases. Comput. Methods Programs Biomed. Hermenegildo Fabregat, Lourdes Araujo, Juan Martínez-Romo
2018	J	`jnl`	Discovering taxonomies in Wikipedia by means of grammatical evolution. Soft Comput. Lourdes Araujo, Juan Martínez-Romo, Andres Duque Fernandez
2018	—	`conf`	Overview of the DIANN Task: Disability Annotation Task. IberEval@SEPLN Hermenegildo Fabregat, Juan Martínez-Romo, Lourdes Araujo
2018	—	`conf`	UNED at DIANN 2018: Unsupervised System for Automatic Disabilities Labeling in Medical Scientific Documents. IberEval@SEPLN Hermenegildo Fabregat, Juan Martínez-Romo, Lourdes Araujo
2017	J	`jnl`	GAWA - Manager for accessibility Wayfinding apps. Int. J. Inf. Manag. M. Cristina Rodriguez-Sánchez, Juan Martínez-Romo
2017	—	`conf`	LSI UNED at M-WePNaD: Embeddings for Person Name Disambiguation. IberEval@SEPLN Andres Duque Fernandez, Lourdes Araujo, Juan Martínez-Romo
2016	B	`conf`	A Tagged Corpus for Automatic Labeling of Disabilities in Medical Scientific Papers. LREC Carlos Valmaseda, Juan Martínez-Romo, Lourdes Araujo
2016	J	`jnl`	Can multilinguality improve Biomedical Word Sense Disambiguation? J. Biomed. Informatics Andrés Duque Fernandez, Juan Martínez-Romo, Lourdes Araujo
2016	J	`jnl`	SemGraph: Extracting keyphrases following a novel semantic graph-based approach. J. Assoc. Inf. Sci. Technol. Juan Martínez-Romo, Lourdes Araujo, Andres Duque Fernandez
2015	J	`jnl`	CO-graph: A new graph-based technique for cross-lingual word sense disambiguation. Nat. Lang. Eng. Andres Duque Fernandez, Lourdes Araujo, Juan Martínez-Romo
2015	J	`jnl`	Choosing the best dictionary for Cross-Lingual Word Sense Disambiguation. Knowl. Based Syst. Andres Duque Fernandez, Juan Martínez-Romo, Lourdes Araujo
2015	J	`jnl`	Extracción no supervisada de relaciones entre medicamentos y efectos adversos. Proces. del Leng. Natural Andrés Duque Fernandez, Juan Martínez-Romo, Lourdes Araujo
2015	—	`conf`	Grammatical Evolution for Identifying Wikipedia Taxonomies. GECCO (Companion) Lourdes Araujo, Juan Martínez-Romo, Andrés Duque Fernandez
2013	J	`jnl`	Detecting malicious tweets in trending topics using a statistical analysis of language. Expert Syst. Appl. Juan Martínez-Romo, Lourdes Araujo
2013	J	`jnl`	GAT: Platform for automatic context-aware mobile services for m-tourism. Expert Syst. Appl. M. C. Rodriguez-Sánchez, Juan Martínez-Romo, Susana Borromeo, Juan Antonio Hernández Tamames
2013	J	`jnl`	Una Nueva Técnica de Construcción de Grafos Semánticos para la Desambiguación Bilingüe del Sentido de las Palabras. Proces. del Leng. Natural Andres Duque Fernandez, Lourdes Araujo, Juan Martínez-Romo
2012	J	`jnl`	Updating broken web links: An automatic recommendation system. Inf. Process. Manag. Juan Martínez-Romo, Lourdes Araujo
2011	—	`conf`	Graph-based Word Clustering Applied to Question Answering and Reading Comprehension Tests. CLEF (Notebook Papers/Labs/Workshop) Juan Martínez-Romo, Lourdes Araujo
2011	J	`jnl`	Performance of Scheduling Policies in Adversarial Networks with Non-synchronized Clocks. Theory Comput. Syst. Antonio Fernández Anta, José Luis López-Presa, M. Araceli Lorenzo, Pilar Manzano, Juan Martínez-Romo, Alberto Mozo, Christopher Thraves
2010	A	`conf`	Analyzing Information Retrieval Methods to Recover Broken Web Links. ECIR Juan Martínez-Romo, Lourdes Araujo
2010	J	`jnl`	Web spam detection: new classification features based on qualified link analysis and language models. IEEE Trans. Inf. Forensics Secur. Lourdes Araujo, Juan Martínez-Romo
2009	J	`jnl`	Detección de Web Spam basada en la Recuperación Automática de Enlaces. Proces. del Leng. Natural Lourdes Araujo, Juan Martínez-Romo
2009	J	`jnl`	QEAVis: Evaluación Cuantitativa de la Visibilidad de los Sitios Web Académicos. Proces. del Leng. Natural M. Felisa Verdejo, Enrique Amigó, Lourdes Araujo, Víctor Fresno, Guillermo Garrido, Raquel Martínez-Unanue, Anselmo Peñas, Alberto Pérez García-Plaza, José Ramón Pérez-Agüera, Álvaro Rodrigo-Yuste, Juan Martínez-Romo, Arkaitz Zubiaga, Isidro F. Aguillo, Mario Fernández-Pérez, Ana M. Utrilla
2009	—	`conf`	Retrieving broken web links using an approach based on contextual information. Hypertext Juan Martínez-Romo, Lourdes Araujo
2009	—	`conf`	Web spam identification through language model analysis. AIRWeb Juan Martínez-Romo, Lourdes Araujo
2008	—	`conf`	Recommendation System for Automatic Recovery of Broken Web Links. IBERAMIA Juan Martínez-Romo, Lourdes Araujo
2008	J	`jnl`	Sistema de Recomendación para la Recuperación Automática de Enlaces Web Rotos. Proces. del Leng. Natural Juan Martínez-Romo, Lourdes Araujo
2008	—	`conf`	UNED at WebCLEF 2008: Applying High Restrictive Summarization, Low Restrictive Information Retrieval and Multilingual Techniques. CLEF Enrique Amigó, Juan Martínez-Romo, Lourdes Araujo, Víctor Peinado
2008	—	`conf`	Using Social Network Analysis Techniques to Study Collaboration between a FLOSS Community and a Company. OSS Juan Martínez-Romo, Gregorio Robles, Jesús M. González-Barahona, Miguel Ortuño-Perez
2007	C	`conf`	Performance of scheduling policies in adversarial networks with non synchronized clocks. ISCC Juan Cespedes, Antonio Fernández, José Luis López-Presa, M. Araceli Lorenzo, Pilar Manzano, Juan Martínez-Romo, Alberto Mozo, Anna Puig-Centelles, Agustín Santos, Christopher Thraves