Isabel Segura-Bedmar

According to our database, Isabel Segura-Bedmar authored at least 86 papers between 2006 and 2024.

Collaborative distances:

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

2024

A Transformer and Data Augmentation-based Approach for Propaganda Identification and Classification.

Paula Sanchez-Checa, Lucía Gallego-Torres, Marco Antonio Sanchez-Escudero, Cosmin Petre, Isabel Segura-Bedmar

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

Human After All: Using Transformer Based Models to Identify Automatically Generated Text.

Jorge Fernández García, Isabel Segura-Bedmar

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

APB-UC3M at eRisk 2024: Natural Language Processing and Deep Learning for the Early Detection of Mental Disorders.

Alejandro Pardo Bascuñana, Isabel Segura-Bedmar

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023

Ajuste y evaluacíon del modelo DialoGPT sobre distintas colecciones de subtítulos de películas y series de televisión.

Raúl Giménez de Dios, Isabel Segura-Bedmar

Proces. del Leng. Natural, 2023

A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023.

Simon Sanchez Viloria, Daniel Peix del Río, Rubén Bermúdez Cabo, Guillermo Arturo Arrojo Fuentes, Isabel Segura-Bedmar

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

UC3M at PoliticEs 2023: Applying The Basics.

Brandon Solo, Martha María Del Toro Carballo, Manuel Santiago Fernández-Arias, Isabel Segura-Bedmar

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

UC3M at Da-Vincis-2023: using BETO for Detection of Aggressive and Violent Incidents on Social Networks.

Jorge Luis Saavedra Rubio, Alejandro Valbuena Almeida, Isabel Segura-Bedmar

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

In Unity, There Is Strength: On Weighted Voting Ensembles for Hurtful Humour Detection.

Javier Cruz, Lucas Elvira, Miguel Tabernero, Isabel Segura-Bedmar

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

HULAT at SemEval-2023 Task 10: Data Augmentation for Pre-trained Transformers Applied to the Detection of Sexism in Social Media.

Isabel Segura-Bedmar

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

HULAT at SemEval-2023 Task 9: Data Augmentation for Pre-trained Transformers Applied to Multilingual Tweet Intimacy Analysis.

Isabel Segura-Bedmar

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

2022

The RareDis corpus: A corpus annotated with rare diseases, their signs and symptoms.

Claudia Martínez-de Miguel, Isabel Segura-Bedmar, Esteban Chacón-Solano, Sara Guerrero-Aspizua

J. Biomed. Informatics, 2022

Multimodal Fake News Detection.

Isabel Segura-Bedmar, Santiago Alonso-Bartolome

Inf., 2022

Exploring deep learning methods for recognizing rare diseases and their clinical manifestations from texts.

Isabel Segura-Bedmar, David Camino-Perdonas, Sara Guerrero-Aspizua

BMC Bioinform., 2022

Recommendation System Rest-Mex 2022 for Mexican Tourism Using Natural Language Processing.

Santiago Veigas Ramírez, Daniel Martínez Davies, Isabel Segura-Bedmar

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

UC3MDeep at PoliticEs 2022: Exploring Traditional Machine Learning Algorithms for Political Ideology Detection.

Álvaro García-Ochoa Martín-Forero, Alejandro Massotti López, Isabel Segura-Bedmar

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

Transformers Approach for Sentiment Analysis: Classification of Mexican Tourists Reviews from TripAdvisor.

Mario Pérez Enríquez, Javier Alonso Mencía, Isabel Segura-Bedmar

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

UC3M at PAR-MEX@IberLef 2022: From Cosine Distance to Transformer Models for Paraphrase Identification in Mexican Spanish.

Angela Brando-Le-Bihan, Roman Karbushev, Isabel Segura-Bedmar

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

2021

Evaluación de un modelo transformador aplicado a la tarea de generación de resúmenes en distintos dominios.

Isabel Segura-Bedmar, Lucía Ruz, Sara Guerrero-Aspizua

Proces. del Leng. Natural, 2021

Sarcasm Detection with BERT.

Elsa Scola, Isabel Segura-Bedmar

Proces. del Leng. Natural, 2021

Exploring the Impact of COVID-19 on Social Life by Deep Learning.

Jose Antonio Jijon-Vorbeck, Isabel Segura-Bedmar

Inf., 2021

Detecting Offensiveness in Social Network Comments.

Marta Navarrón García, Isabel Segura-Bedmar

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

Extracting information from radiology reports by Natural Language Processing and Deep Learning.

Miguel Ángel Martín-Caro García-Largo, Isabel Segura-Bedmar

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

One stage versus two stages deep learning approaches for the extraction of drug-drug interactions from texts.

Antonio Miranda-Escalada, Isabel Segura-Bedmar

Proces. del Leng. Natural, 2020

Comparing deep learning architectures for sentiment analysis on drug reviews.

Cristóbal Colón-Ruiz, Isabel Segura-Bedmar

J. Biomed. Informatics, 2020

Exploring Deep Learning for Named Entity Recognition of Tumor Morphology Mentions.

Gema de Vargas Romero, Isabel Segura-Bedmar

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

2019

Análisis de sentimiento en el dominio salud: analizando comentarios sobre fármacos.

Cristóbal Colón-Ruiz, Isabel Segura-Bedmar, Paloma Martínez

Proces. del Leng. Natural, 2019

Lexical simplification approach using easy-to-read resources.

Rodrigo Alarcón, Lourdes Moreno, Isabel Segura-Bedmar, Paloma Martínez

Proces. del Leng. Natural, 2019

A two-stage deep learning approach for extracting entities and relationships from medical texts.

Víctor Suárez-Paniagua, Renzo M. Rivera Zavala, Isabel Segura-Bedmar, Paloma Martínez

J. Biomed. Informatics, 2019

Cohort selection for clinical trials using deep learning models.

Isabel Segura-Bedmar, Pablo Raez

J. Am. Medical Informatics Assoc., 2019

Protected Health Information Recognition by BiLSTM-CRF.

Cristóbal Colón-Ruiz, Isabel Segura-Bedmar

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Hulat-TaskAB at eHealth-KD Challenge 2019: Knowledge Recognition from Health Documents by BiLSTM-CRF.

Cristóbal Colón-Ruiz, Isabel Segura-Bedmar

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Lexical simplification approach to support the accessibility guidelines.

Lourdes Moreno, Rodrigo Alarcón, Isabel Segura-Bedmar, Paloma Martínez

Proceedings of the XX International Conference on Human Computer Interaction, 2019

Early Risk Prediction by means of DeepLearning.

Pablo Ráez García Retamero, Isabel Segura-Bedmar

Proceedings of the Working Notes of CLEF 2019, 2019

2018

Predicting of anaphylaxis in big data EMR by exploring machine learning approaches.

Isabel Segura-Bedmar, Cristóbal Colón-Ruiz, Miguél Ángel Tejedor-Alonso, Mar Moro-Moro

J. Biomed. Informatics, 2018

Evaluation of pooling operations in convolutional architectures for drug-drug interaction extraction.

Víctor Suárez-Paniagua, Isabel Segura-Bedmar

BMC Bioinform., 2018

A Hybrid Bi-LSTM-CRF model for Knowledge Recognition from eHealth documents.

Renzo M. Rivera Zavala, Paloma Martínez, Isabel Segura-Bedmar

Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN, 2018

A Hybrid Bi-LSTM-CRF Model to Recognition of Disabilities from Biomedical Texts.

Renzo M. Rivera Zavala, Paloma Martínez, Isabel Segura-Bedmar

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

LABDA at TASS-2018 Task 3: Convolutional Neural Networks for Relation Classification in Spanish eHealth documents.

Víctor Suárez-Paniagua, Isabel Segura-Bedmar, Paloma Martínez

Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN, 2018

LABDA's Early Steps Toward Multimodal Stance Detection.

Isabel Segura-Bedmar

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

UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network.

Víctor Suárez-Paniagua, Isabel Segura-Bedmar, Akiko Aizawa

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

2017

Simplifying drug package leaflets written in Spanish by using word embedding.

Isabel Segura-Bedmar, Paloma Martínez

J. Biomed. Semant., 2017

Exploring convolutional neural networks for drug-drug interaction extraction.

Víctor Suárez-Paniagua, Isabel Segura-Bedmar, Paloma Martínez

Database J. Biol. Databases Curation, 2017

MC-UC3M Participation at TAC 2017 Adverse Drug Reaction Extraction from Drug Labels.

José L. Martínez, Isabel Segura-Bedmar, Paloma Martínez, Adrian Carruana, Ali Naderi, Conchi Polo

Proceedings of the 2017 Text Analysis Conference, 2017

LABDA at SemEval-2017 Task 10: Relation Classification between keyphrases via Convolutional Neural Network.

Víctor Suárez-Paniagua, Isabel Segura-Bedmar, Paloma Martínez

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

LABDA at SemEval-2017 Task 10: Extracting Keyphrases from Scientific Publications by combining the BANNER tool and the UMLS Semantic Network.

Isabel Segura-Bedmar, Cristóbal Colón-Ruiz, Paloma Martínez

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets.

Isabel Segura-Bedmar, Antonio Quirós, Paloma Martínez

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016

EasyLecto: Un sistema de simplificación léxica de efectos adversos presentes en prospectos de fármacos en español.

Luis Núñez-Gómez, Isabel Segura-Bedmar, Paloma Martínez Fernández

Proces. del Leng. Natural, 2016

Conceptual models of drug-drug interactions: A summary of recent efforts.

María Herrero-Zazo, Isabel Segura-Bedmar, Paloma Martínez

Knowl. Based Syst., 2016

Turning user generated health-related content into actionable knowledge through text analytics services.

Paloma Martínez, José L. Martínez, Isabel Segura-Bedmar, Julián Moreno Schneider, Adrián Luna, Ricardo Revert

Comput. Ind., 2016

Simplifying Drug Package Leaflets.

Isabel Segura-Bedmar, Luis Núñez-Gómez, Paloma Martínez Fernández, Maribel Quiroz

Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine, 2016

LABDA at the 2016 TASS Challenge Task: Using Word Embeddings for the Sentiment Analysis Task.

Antonio Quirós, Isabel Segura-Bedmar, Paloma Martínez

Proceedings of TASS 2016: Workshop on Sentiment Analysis at SEPLN co-located with 32nd SEPLN Conference (SEPLN 2016), 2016

Using Recursive Neural Networks to Detect and Classify Drug-Drug Interactions from Biomedical Texts.

Víctor Suárez-Paniagua, Isabel Segura-Bedmar

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015

Exploring Spanish health social media for detecting drug effects.

Isabel Segura-Bedmar, Paloma Martínez, Ricardo Revert, Julián Moreno Schneider

BMC Medical Informatics Decis. Mak., 2015

DINTO: Using OWL Ontologies and SWRL Rules to Infer Drug-Drug Interactions and Their Mechanisms.

María Herrero-Zazo, Isabel Segura-Bedmar, Janna Hastings, Paloma Martínez

J. Chem. Inf. Model., 2015

The CHEMDNER corpus of chemicals and drugs and its annotation principles.

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

J. Cheminformatics, 2015

Pharmacovigilance through the development of text mining and natural language processing techniques.

Isabel Segura-Bedmar, Paloma Martínez

J. Biomed. Informatics, 2015

Application of Domain Ontologies to Natural Language Processing: A Case Study for Drug-Drug Interactions.

María Herrero-Zazo, Isabel Segura-Bedmar, Janna Hastings, Paloma Martínez

Int. J. Inf. Retr. Res., 2015

Exploring language technologies to provide support to WCAG 2.0 and E2R guidelines.

Lourdes Moreno, Paloma Martínez, Isabel Segura-Bedmar, Ricardo Revert

Proceedings of the XVI International Conference on Human Computer Interaction, 2015

Exploring Word Embedding for Drug Name Recognition.

Isabel Segura-Bedmar, Víctor Suárez-Paniagua, Paloma Martínez

Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis, 2015

2014

ADRSpanishTool: a tool for extracting adverse drug reactions and indications.

Santiago de la Peña, Isabel Segura-Bedmar, Paloma Martínez, José Luis Martínez-Fernández

Proces. del Leng. Natural, 2014

TrendMiner: Large-scale Cross-lingual Trend Mining Summarization of Real-time Media Streams.

Paloma Martínez, Isabel Segura-Bedmar, Thierry Declerck, José Luis Martínez-Fernández

Proces. del Leng. Natural, 2014

Lessons learnt from the DDIExtraction-2013 Shared Task.

Isabel Segura-Bedmar, Paloma Martínez, María Herrero-Zazo

J. Biomed. Informatics, 2014

Women in computer science: Survey on the perception of the women's participation in STEM studies.

Lourdes Moreno, Yolanda González, Isabel Segura-Bedmar, Paloma Martínez

Proceedings of the XV International Conference on Human Computer Interaction, 2014

Extracting drug indications and adverse drug reactions from Spanish health social media.

Isabel Segura-Bedmar, Santiago de la Peña, Paloma Martínez

Proceedings of BioNLP, Baltimore, Maryland, USA, 2014

Detecting drugs and adverse events from Spanish social media streams.

Isabel Segura-Bedmar, Ricardo Revert, Paloma Martínez

Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis, 2014

2013

Lightly supervised acquisition of named entities and linguistic patterns for multilingual text mining.

César de Pablo-Sánchez, Isabel Segura-Bedmar, Paloma Martínez, Ana Iglesias-Maqueda

Knowl. Inf. Syst., 2013

The DDI corpus: An annotated corpus with pharmacological substances and drug-drug interactions.

María Herrero-Zazo, Isabel Segura-Bedmar, Paloma Martínez, Thierry Declerck

J. Biomed. Informatics, 2013

A Web Prototype for Detecting Chemical Compounds and Drugs.

Daniel Sánchez-Cisneros, Sara Lana-Serrano, Isabel Segura-Bedmar, Leonardo Campillos Llanos, Paloma Martínez Fernández

Proceedings of the 6th International Workshop on Semantic Web Applications and Tools for Life Sciences, 2013

An Ontology for Drug-drug Interactions.

María Herrero-Zazo, Janna Hastings, Isabel Segura-Bedmar, Samuel Croset, Paloma Martínez, Christoph Steinbeck

Proceedings of the 6th International Workshop on Semantic Web Applications and Tools for Life Sciences, 2013

SemEval-2013 Task 9 : Extraction of Drug-Drug Interactions from Biomedical Texts (DDIExtraction 2013).

Isabel Segura-Bedmar, Paloma Martínez, María Herrero-Zazo

Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Combining dictionaries and ontologies for drug name recognition in biomedical texts.

Daniel Sánchez-Cisneros, Paloma Martínez, Isabel Segura-Bedmar

Proceedings of the Proceeding of the 7rd International Workshop on Data and Text Mining in Bioinformatics, 2013

2012

Prototipo buscador de información médica en corpus multilingües y extractor de información sobre fármacos.

Daniel Sánchez-Cisneros, Isabel Segura-Bedmar, Paloma Martínez Fernández

Proces. del Leng. Natural, 2012

2011

Using a shallow linguistic kernel for drug-drug interaction extraction.

Isabel Segura-Bedmar, Paloma Martínez, César de Pablo-Sánchez

J. Biomed. Informatics, 2011

A linguistic rule-based approach to extract drug-drug interactions from pharmacological documents.

Isabel Segura-Bedmar, Paloma Martínez, César de Pablo-Sánchez

BMC Bioinform., 2011

DDIExtractor: A Web-Based Java Tool for Extracting Drug-Drug Interactions from Biomedical Texts.

Daniel Sánchez-Cisneros, Isabel Segura-Bedmar, Paloma Martínez

Proceedings of the Natural Language Processing and Information Systems, 2011

2010

A comparison of machine learning techniques for detection of drug target articles.

Roxana Dánger, Isabel Segura-Bedmar, Paloma Martínez Fernández, Paolo Rosso

J. Biomed. Informatics, 2010

Extracting drug-drug interactions from biomedical texts.

Isabel Segura-Bedmar, Paloma Martínez, César de Pablo-Sánchez

BMC Bioinform., 2010

Resolving anaphoras for the extraction of drug-drug interactions in pharmacological documents.

Isabel Segura-Bedmar, Mario Crespo, César de Pablo-Sánchez, Paloma Martínez

BMC Bioinform., 2010

2009

The UC3M team at the Knowledge Base Population task.

César de Pablo-Sánchez, Juan Perea, Isabel Segura-Bedmar, Paloma Martínez

Proceedings of the Second Text Analysis Conference, 2009

Score-Based Approach for Anaphora Resolution in Drug-Drug Interactions Documents.

Isabel Segura-Bedmar, Mario Crespo, César de Pablo-Sánchez

Proceedings of the Natural Language Processing and Information Systems, 2009

DrugNerAR: linguistic rule-based anaphora resolver for drug-drug interaction extraction in pharmacological documents.

Isabel Segura-Bedmar, Mario Crespo, César de Pablo-Sánchez, Paloma Martínez

Proceedings of the Proceeding of the 3rd International Workshop on Data and Text Mining in Bioinformatics, 2009

2008

Detección de fármacos genéricos en textos biomédicos.

Isabel Segura-Bedmar, Paloma Martínez, Doaa Samy

Proces. del Leng. Natural, 2008

A preliminary approach to extract drugs by combining UMLS resources and USAN naming conventions.

Isabel Segura-Bedmar, Paloma Martínez, Doaa Samy

Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing, 2008

2007

UCM3: Classification of Semantic Relations between Nominals using Sequential Minimal Optimization.

Isabel Segura-Bedmar, Doaa Samy, José L. Martínez

Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

Detecting Semantic Relations Between Nominals Using Support Vector Machines and Linguistic-Based Rules.

Isabel Segura-Bedmar, Doaa Samy, José Luis Martínez-Fernández, Paloma Martínez

Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

2006

Una Propuesta para el Etiquetado Automático de Roles Semánticos.

Isabel Segura-Bedmar, José Luis Martínez-Fernández, Paloma Martínez

Proces. del Leng. Natural, 2006