Isabel Segura-Bedmar

97 papers A 1C 2Journal 44Unranked 50

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AI-generated Text Detection with a GLTR-based Approach. CoRR Lucía Yan Wu, Isabel Segura-Bedmar
2025	—	`conf`	HULAT-UC3M at TalentCLEF: Artificial Intelligence and Natural Language Processing Applied to HR Management. CLEF (Working Notes) Álvaro Tejera Villar, Isabel Segura-Bedmar
2025	—	`conf`	HULAT_UC3M at MiSonGyny 2025: Detecting Misogyny in Song Lyrics with Transformer Ensembles and Instruction-Tuned Generative Models. IberLEF@SEPLN Juan-Sebastián Toledo, Isabel Segura-Bedmar
2025	—	`conf`	MedAID-ML: A Multilingual Dataset of Biomedical Texts for Detecting AI-Generated Content. CLEF Patrick Styll, Leonardo Campillos-Llanos, Jorge Fernández García, Isabel Segura-Bedmar
2025	—	`conf`	PLN_PPM_ISB at MentalRiskES 2024: Detection of Gambling Disorders and Type of Addiction. IberLEF@SEPLN Pedro Pablo Molina, Isabel Segura-Bedmar
2025	—	`conf`	Sexism Identification in Social Networks using LLMs. CLEF (Working Notes) Leire Dominguez-Sol Sastre, Isabel Segura-Bedmar
2024	—	`conf`	A Transformer and Data Augmentation-based Approach for Propaganda Identification and Classification. IberLEF@SEPLN Paula Sanchez-Checa, Lucía Gallego-Torres, Marco Antonio Sanchez-Escudero, Cosmin Petre, Isabel Segura-Bedmar
2024	—	`conf`	APB-UC3M at eRisk 2024: Natural Language Processing and Deep Learning for the Early Detection of Mental Disorders. CLEF (Working Notes) Alejandro Pardo Bascuñana, Isabel Segura-Bedmar
2024	—	`conf`	Human After All: Using Transformer Based Models to Identify Automatically Generated Text. IberLEF@SEPLN Jorge Fernández García, Isabel Segura-Bedmar
2023	—	`conf`	A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023. IberLEF@SEPLN Simon Sanchez Viloria, Daniel Peix del Río, Rubén Bermúdez Cabo, Guillermo Arturo Arrojo Fuentes, Isabel Segura-Bedmar
2023	J	`jnl`	A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023. CoRR Simon Sanchez Viloria, Daniel Peix del Río, Rubén Bermúdez Cabo, Guillermo Arturo Arrojo Fuentes, Isabel Segura-Bedmar
2023	J	`jnl`	Ajuste y evaluacíon del modelo DialoGPT sobre distintas colecciones de subtítulos de películas y series de televisión. Proces. del Leng. Natural Raúl Giménez de Dios, Isabel Segura-Bedmar
2023	—	`conf`	HULAT at SemEval-2023 Task 10: Data Augmentation for Pre-trained Transformers Applied to the Detection of Sexism in Social Media. SemEval@ACL Isabel Segura-Bedmar
2023	—	`conf`	HULAT at SemEval-2023 Task 9: Data Augmentation for Pre-trained Transformers Applied to Multilingual Tweet Intimacy Analysis. SemEval@ACL Isabel Segura-Bedmar
2023	J	`jnl`	HULAT at SemEval-2023 Task 9: Data augmentation for pre-trained transformers applied to Multilingual Tweet Intimacy Analysis. CoRR Isabel Segura-Bedmar
2023	—	`conf`	In Unity, There Is Strength: On Weighted Voting Ensembles for Hurtful Humour Detection. IberLEF@SEPLN Javier Cruz, Lucas Elvira, Miguel Tabernero, Isabel Segura-Bedmar
2023	—	`conf`	UC3M at Da-Vincis-2023: using BETO for Detection of Aggressive and Violent Incidents on Social Networks. IberLEF@SEPLN Jorge Luis Saavedra Rubio, Alejandro Valbuena Almeida, Isabel Segura-Bedmar
2023	—	`conf`	UC3M at PoliticEs 2023: Applying The Basics. IberLEF@SEPLN Brandon Solo, Martha María Del Toro Carballo, Manuel Santiago Fernández-Arias, Isabel Segura-Bedmar
2022	J	`jnl`	Exploring deep learning methods for recognizing rare diseases and their clinical manifestations from texts. BMC Bioinform. Isabel Segura-Bedmar, David Camino-Perdonas, Sara Guerrero-Aspizua
2022	J	`jnl`	Multimodal Fake News Detection. Inf. Isabel Segura-Bedmar, Santiago Alonso-Bartolome
2022	—	`conf`	Recommendation System Rest-Mex 2022 for Mexican Tourism Using Natural Language Processing. IberLEF@SEPLN Santiago Veigas Ramírez, Daniel Martínez Davies, Isabel Segura-Bedmar
2022	J	`jnl`	The RareDis corpus: A corpus annotated with rare diseases, their signs and symptoms. J. Biomed. Informatics Claudia Martínez-de Miguel, Isabel Segura-Bedmar, Esteban Chacón-Solano, Sara Guerrero-Aspizua
2022	—	`conf`	Transformers Approach for Sentiment Analysis: Classification of Mexican Tourists Reviews from TripAdvisor. IberLEF@SEPLN Mario Pérez Enríquez, Javier Alonso Mencía, Isabel Segura-Bedmar
2022	—	`conf`	UC3M at PAR-MEX@IberLef 2022: From Cosine Distance to Transformer Models for Paraphrase Identification in Mexican Spanish. IberLEF@SEPLN Angela Brando-Le-Bihan, Roman Karbushev, Isabel Segura-Bedmar
2022	—	`conf`	UC3MDeep at PoliticEs 2022: Exploring Traditional Machine Learning Algorithms for Political Ideology Detection. IberLEF@SEPLN Álvaro García-Ochoa Martín-Forero, Alejandro Massotti López, Isabel Segura-Bedmar
2021	—	`conf`	Detecting Offensiveness in Social Network Comments. IberLEF@SEPLN Marta Navarrón García, Isabel Segura-Bedmar
2021	J	`jnl`	Evaluación de un modelo transformador aplicado a la tarea de generación de resúmenes en distintos dominios. Proces. del Leng. Natural Isabel Segura-Bedmar, Lucía Ruz, Sara Guerrero-Aspizua
2021	J	`jnl`	Exploring deep learning methods for recognizing rare diseases and their clinical manifestations from texts. CoRR Isabel Segura-Bedmar, David Camino-Perdonas, Sara Guerrero-Aspizua
2021	J	`jnl`	Exploring the Impact of COVID-19 on Social Life by Deep Learning. Inf. Jose Antonio Jijon-Vorbeck, Isabel Segura-Bedmar
2021	—	`conf`	Extracting information from radiology reports by Natural Language Processing and Deep Learning. CLEF (Working Notes) Miguel Ángel Martín-Caro García-Largo, Isabel Segura-Bedmar
2021	J	`jnl`	Multimodal Fake News Detection. CoRR Santiago Alonso-Bartolome, Isabel Segura-Bedmar
2021	J	`jnl`	Sarcasm Detection with BERT. Proces. del Leng. Natural Elsa Scola, Isabel Segura-Bedmar
2021	J	`jnl`	The RareDis corpus: a corpus annotated with rare diseases, their signs and symptoms. CoRR Claudia Martínez-de Miguel, Isabel Segura-Bedmar, Esteban Chacón-Solano, Sara Guerrero-Aspizua
2020	J	`jnl`	Comparing deep learning architectures for sentiment analysis on drug reviews. J. Biomed. Informatics Cristóbal Colón-Ruiz, Isabel Segura-Bedmar
2020	—	`conf`	Exploring Deep Learning for Named Entity Recognition of Tumor Morphology Mentions. IberLEF@SEPLN Gema de Vargas Romero, Isabel Segura-Bedmar
2020	J	`jnl`	One stage versus two stages deep learning approaches for the extraction of drug-drug interactions from texts. Proces. del Leng. Natural Antonio Miranda-Escalada, Isabel Segura-Bedmar
2019	J	`jnl`	A two-stage deep learning approach for extracting entities and relationships from medical texts. J. Biomed. Informatics Víctor Suárez-Paniagua, Renzo M. Rivera Zavala, Isabel Segura-Bedmar, Paloma Martínez
2019	J	`jnl`	Análisis de sentimiento en el dominio salud: analizando comentarios sobre fármacos. Proces. del Leng. Natural Cristóbal Colón-Ruiz, Isabel Segura-Bedmar, Paloma Martínez
2019	J	`jnl`	Cohort selection for clinical trials using deep learning models. J. Am. Medical Informatics Assoc. Isabel Segura-Bedmar, Pablo Raez
2019	—	`conf`	Early Risk Prediction by means of DeepLearning. CLEF (Working Notes) Pablo Ráez García Retamero, Isabel Segura-Bedmar
2019	—	`conf`	Hulat-TaskAB at eHealth-KD Challenge 2019: Knowledge Recognition from Health Documents by BiLSTM-CRF. IberLEF@SEPLN Cristóbal Colón-Ruiz, Isabel Segura-Bedmar
2019	—	`conf`	Lexical simplification approach to support the accessibility guidelines. Interacción Lourdes Moreno, Rodrigo Alarcón, Isabel Segura-Bedmar, Paloma Martínez
2019	J	`jnl`	Lexical simplification approach using easy-to-read resources. Proces. del Leng. Natural Rodrigo Alarcón, Lourdes Moreno, Isabel Segura-Bedmar, Paloma Martínez
2019	—	`conf`	Protected Health Information Recognition by BiLSTM-CRF. IberLEF@SEPLN Cristóbal Colón-Ruiz, Isabel Segura-Bedmar
2018	—	`conf`	A Hybrid Bi-LSTM-CRF Model to Recognition of Disabilities from Biomedical Texts. IberEval@SEPLN Renzo M. Rivera Zavala, Paloma Martínez, Isabel Segura-Bedmar
2018	—	`conf`	A Hybrid Bi-LSTM-CRF model for Knowledge Recognition from eHealth documents. TASS@SEPLN Renzo M. Rivera Zavala, Paloma Martínez, Isabel Segura-Bedmar
2018	J	`jnl`	Evaluation of pooling operations in convolutional architectures for drug-drug interaction extraction. BMC Bioinform. Víctor Suárez-Paniagua, Isabel Segura-Bedmar
2018	—	`conf`	LABDA at TASS-2018 Task 3: Convolutional Neural Networks for Relation Classification in Spanish eHealth documents. TASS@SEPLN Víctor Suárez-Paniagua, Isabel Segura-Bedmar, Paloma Martínez
2018	—	`conf`	LABDA's Early Steps Toward Multimodal Stance Detection. IberEval@SEPLN Isabel Segura-Bedmar
2018	J	`jnl`	Predicting of anaphylaxis in big data EMR by exploring machine learning approaches. J. Biomed. Informatics Isabel Segura-Bedmar, Cristóbal Colón-Ruiz, Miguél Ángel Tejedor-Alonso, Mar Moro-Moro
2018	—	`conf`	UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network. SemEval@NAACL-HLT Víctor Suárez-Paniagua, Isabel Segura-Bedmar, Akiko Aizawa
2017	—	`conf`	Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets. EACL (1) Isabel Segura-Bedmar, Antonio Quirós, Paloma Martínez
2017	J	`jnl`	Exploring convolutional neural networks for drug-drug interaction extraction. Database J. Biol. Databases Curation Víctor Suárez-Paniagua, Isabel Segura-Bedmar, Paloma Martínez
2017	—	`conf`	LABDA at SemEval-2017 Task 10: Extracting Keyphrases from Scientific Publications by combining the BANNER tool and the UMLS Semantic Network. SemEval@ACL Isabel Segura-Bedmar, Cristóbal Colón-Ruiz, Paloma Martínez
2017	—	`conf`	LABDA at SemEval-2017 Task 10: Relation Classification between keyphrases via Convolutional Neural Network. SemEval@ACL Víctor Suárez-Paniagua, Isabel Segura-Bedmar, Paloma Martínez
2017	—	`conf`	MC-UC3M Participation at TAC 2017 Adverse Drug Reaction Extraction from Drug Labels. TAC José L. Martínez, Isabel Segura-Bedmar, Paloma Martínez, Adrian Carruana, Ali Naderi, Conchi Polo
2017	J	`jnl`	Simplifying drug package leaflets written in Spanish by using word embedding. J. Biomed. Semant. Isabel Segura-Bedmar, Paloma Martínez
2016	J	`jnl`	Conceptual models of drug-drug interactions: A summary of recent efforts. Knowl. Based Syst. María Herrero-Zazo, Isabel Segura-Bedmar, Paloma Martínez
2016	J	`jnl`	EasyLecto: Un sistema de simplificación léxica de efectos adversos presentes en prospectos de fármacos en español. Proces. del Leng. Natural Luis Núñez-Gómez, Isabel Segura-Bedmar, Paloma Martínez Fernández
2016	—	`conf`	LABDA at the 2016 TASS Challenge Task: Using Word Embeddings for the Sentiment Analysis Task. TASS@SEPLN Antonio Quirós, Isabel Segura-Bedmar, Paloma Martínez
2016	—	`conf`	Simplifying Drug Package Leaflets. SMBM Isabel Segura-Bedmar, Luis Núñez-Gómez, Paloma Martínez Fernández, Maribel Quiroz
2016	J	`jnl`	Turning user generated health-related content into actionable knowledge through text analytics services. Comput. Ind. Paloma Martínez, José L. Martínez, Isabel Segura-Bedmar, Julián Moreno Schneider, Adrián Luna, Ricardo Revert
2016	A	`conf`	Using Recursive Neural Networks to Detect and Classify Drug-Drug Interactions from Biomedical Texts. ECAI Víctor Suárez-Paniagua, Isabel Segura-Bedmar
2015	J	`jnl`	Application of Domain Ontologies to Natural Language Processing: A Case Study for Drug-Drug Interactions. Int. J. Inf. Retr. Res. María Herrero-Zazo, Isabel Segura-Bedmar, Janna Hastings, Paloma Martínez
2015	J	`jnl`	DINTO: Using OWL Ontologies and SWRL Rules to Infer Drug-Drug Interactions and Their Mechanisms. J. Chem. Inf. Model. María Herrero-Zazo, Isabel Segura-Bedmar, Janna Hastings, Paloma Martínez
2015	J	`jnl`	Exploring Spanish health social media for detecting drug effects. BMC Medical Informatics Decis. Mak. Isabel Segura-Bedmar, Paloma Martínez, Ricardo Revert, Julián Moreno Schneider
2015	—	`conf`	Exploring Word Embedding for Drug Name Recognition. Louhi@EMNLP Isabel Segura-Bedmar, Víctor Suárez-Paniagua, Paloma Martínez
2015	—	`conf`	Exploring language technologies to provide support to WCAG 2.0 and E2R guidelines. Interacción Lourdes Moreno, Paloma Martínez, Isabel Segura-Bedmar, Ricardo Revert
2015	J	`jnl`	Pharmacovigilance through the development of text mining and natural language processing techniques. J. Biomed. Informatics Isabel Segura-Bedmar, Paloma Martínez
2015	J	`jnl`	The CHEMDNER corpus of chemicals and drugs and its annotation principles. J. Cheminformatics Martin Krallinger, Obdulia Rabal, Florian Leitner, Miguel Vazquez, David Salgado, Zhiyong Lu, Robert Leaman, Yanan Lu, Donghong Ji, Daniel M. Lowe, Roger A. Sayle, Riza Theresa Batista-Navarro, Rafal Rak, Torsten Huber, Tim Rocktäschel, Sérgio Matos, David Campos, Buzhou Tang, Hua Xu, Tsendsuren Munkhdalai, Keun Ho Ryu, S. V. Ramanan, P. Senthil Nathan, Slavko Zitnik, Marko Bajec, Lutz Weber, Matthias Irmer, Saber A. Akhondi, Jan A. Kors, Shuo Xu, Xin An, Utpal Kumar Sikdar, Asif Ekbal, Masaharu Yoshioka, Thaer M. Dieb, Miji Choi, Karin Verspoor, Madian Khabsa, C. Lee Giles, Hongfang Liu, Ravikumar Komandur Elayavilli, Andre Lamurias, Francisco M. Couto, Hong-Jie Dai, Richard Tzong-Han Tsai, Caglar Ata, Tolga Can, Anabel Usie, Rui Alves, Isabel Segura-Bedmar, Paloma Martínez, Julen Oyarzabal, Alfonso Valencia
2014	J	`jnl`	ADRSpanishTool: a tool for extracting adverse drug reactions and indications. Proces. del Leng. Natural Santiago de la Peña, Isabel Segura-Bedmar, Paloma Martínez, José Luis Martínez-Fernández
2014	—	`conf`	Detecting drugs and adverse events from Spanish social media streams. Louhi@EACL Isabel Segura-Bedmar, Ricardo Revert, Paloma Martínez
2014	—	`conf`	Extracting drug indications and adverse drug reactions from Spanish health social media. BioNLP@ACL Isabel Segura-Bedmar, Santiago de la Peña, Paloma Martínez
2014	J	`jnl`	Lessons learnt from the DDIExtraction-2013 Shared Task. J. Biomed. Informatics Isabel Segura-Bedmar, Paloma Martínez, María Herrero-Zazo
2014	J	`jnl`	TrendMiner: Large-scale Cross-lingual Trend Mining Summarization of Real-time Media Streams. Proces. del Leng. Natural Paloma Martínez, Isabel Segura-Bedmar, Thierry Declerck, José Luis Martínez-Fernández
2014	—	`conf`	Women in computer science: Survey on the perception of the women's participation in STEM studies. Interacción Lourdes Moreno, Yolanda González, Isabel Segura-Bedmar, Paloma Martínez
2013	—	`conf`	A Web Prototype for Detecting Chemical Compounds and Drugs. SWAT4LS Daniel Sánchez-Cisneros, Sara Lana-Serrano, Isabel Segura-Bedmar, Leonardo Campillos-Llanos, Paloma Martínez Fernández
2013	—	`conf`	An Ontology for Drug-drug Interactions. SWAT4LS María Herrero-Zazo, Janna Hastings, Isabel Segura-Bedmar, Samuel Croset, Paloma Martínez, Christoph Steinbeck
2013	—	`conf`	Combining dictionaries and ontologies for drug name recognition in biomedical texts. DTMBIO Daniel Sánchez-Cisneros, Paloma Martínez, Isabel Segura-Bedmar
2013	J	`jnl`	Lightly supervised acquisition of named entities and linguistic patterns for multilingual text mining. Knowl. Inf. Syst. César de Pablo-Sánchez, Isabel Segura-Bedmar, Paloma Martínez, Ana Iglesias-Maqueda
2013	—	`conf`	SemEval-2013 Task 9 : Extraction of Drug-Drug Interactions from Biomedical Texts (DDIExtraction 2013). SemEval@NAACL-HLT Isabel Segura-Bedmar, Paloma Martínez, María Herrero-Zazo
2013	J	`jnl`	The DDI corpus: An annotated corpus with pharmacological substances and drug-drug interactions. J. Biomed. Informatics María Herrero-Zazo, Isabel Segura-Bedmar, Paloma Martínez, Thierry Declerck
2012	J	`jnl`	Prototipo buscador de información médica en corpus multilingües y extractor de información sobre fármacos. Proces. del Leng. Natural Daniel Sánchez-Cisneros, Isabel Segura-Bedmar, Paloma Martínez Fernández
2011	J	`jnl`	A linguistic rule-based approach to extract drug-drug interactions from pharmacological documents. BMC Bioinform. Isabel Segura-Bedmar, Paloma Martínez, César de Pablo-Sánchez
2011	C	`conf`	DDIExtractor: A Web-Based Java Tool for Extracting Drug-Drug Interactions from Biomedical Texts. NLDB Daniel Sánchez-Cisneros, Isabel Segura-Bedmar, Paloma Martínez
2011	J	`jnl`	Using a shallow linguistic kernel for drug-drug interaction extraction. J. Biomed. Informatics Isabel Segura-Bedmar, Paloma Martínez, César de Pablo-Sánchez
2010	J	`jnl`	A comparison of machine learning techniques for detection of drug target articles. J. Biomed. Informatics Roxana Dánger, Isabel Segura-Bedmar, Paloma Martínez Fernández, Paolo Rosso
2010	J	`jnl`	Extracting drug-drug interactions from biomedical texts. BMC Bioinform. Isabel Segura-Bedmar, Paloma Martínez, César de Pablo-Sánchez
2010	J	`jnl`	Resolving anaphoras for the extraction of drug-drug interactions in pharmacological documents. BMC Bioinform. Isabel Segura-Bedmar, Mario Crespo, César de Pablo-Sánchez, Paloma Martínez
2009	—	`conf`	DrugNerAR: linguistic rule-based anaphora resolver for drug-drug interaction extraction in pharmacological documents. DTMBIO Isabel Segura-Bedmar, Mario Crespo, César de Pablo-Sánchez, Paloma Martínez
2009	C	`conf`	Score-Based Approach for Anaphora Resolution in Drug-Drug Interactions Documents. NLDB Isabel Segura-Bedmar, Mario Crespo, César de Pablo-Sánchez
2009	—	`conf`	The UC3M team at the Knowledge Base Population task. TAC César de Pablo-Sánchez, Juan Perea, Isabel Segura-Bedmar, Paloma Martínez
2008	—	`conf`	A preliminary approach to extract drugs by combining UMLS resources and USAN naming conventions. BioNLP Isabel Segura-Bedmar, Paloma Martínez, Doaa Samy
2008	J	`jnl`	Detección de fármacos genéricos en textos biomédicos. Proces. del Leng. Natural Isabel Segura-Bedmar, Paloma Martínez, Doaa Samy
2007	—	`conf`	Detecting Semantic Relations Between Nominals Using Support Vector Machines and Linguistic-Based Rules. OTM Workshops (2) Isabel Segura-Bedmar, Doaa Samy, José Luis Martínez-Fernández, Paloma Martínez
2007	—	`conf`	UCM3: Classification of Semantic Relations between Nominals using Sequential Minimal Optimization. SemEval@ACL Isabel Segura-Bedmar, Doaa Samy, José L. Martínez
2006	J	`jnl`	Una Propuesta para el Etiquetado Automático de Roles Semánticos. Proces. del Leng. Natural Isabel Segura-Bedmar, José Luis Martínez-Fernández, Paloma Martínez