Isabel Segura-Bedmar

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 63

Top Topics

Convolutional Neural Network

Adverse Drug Reaction

Top Venues

Proces. del Leng. Natural

J. Biomed. Informatics

Publications

Alejandro Pardo Bascuñana, Isabel Segura-Bedmar
APB-UC3M at eRisk 2024: Natural Language Processing and Deep Learning for the Early Detection of Mental Disorders. CLEF (Working Notes) (2024)
Isabel Segura-Bedmar
HULAT at SemEval-2023 Task 9: Data augmentation for pre-trained transformers applied to Multilingual Tweet Intimacy Analysis. CoRR (2023)
Jorge Luis Saavedra Rubio, Alejandro Valbuena Almeida, Isabel Segura-Bedmar
UC3M at Da-Vincis-2023: using BETO for Detection of Aggressive and Violent Incidents on Social Networks. IberLEF@SEPLN (2023)
Simon Sanchez Viloria, Daniel Peix del Río, Rubén Bermúdez Cabo, Guillermo Arturo Arrojo Fuentes, Isabel Segura-Bedmar
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023. IberLEF@SEPLN (2023)
Isabel Segura-Bedmar
HULAT at SemEval-2023 Task 9: Data Augmentation for Pre-trained Transformers Applied to Multilingual Tweet Intimacy Analysis. SemEval@ACL (2023)
Raúl Giménez de Dios, Isabel Segura-Bedmar
Ajuste y evaluacíon del modelo DialoGPT sobre distintas colecciones de subtítulos de películas y series de televisión. Proces. del Leng. Natural 70 (2023)
Simon Sanchez Viloria, Daniel Peix del Río, Rubén Bermúdez Cabo, Guillermo Arturo Arrojo Fuentes, Isabel Segura-Bedmar
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023. CoRR (2023)
Brandon Solo, Martha María Del Toro Carballo, Manuel Santiago Fernández-Arias, Isabel Segura-Bedmar
UC3M at PoliticEs 2023: Applying The Basics. IberLEF@SEPLN (2023)
Isabel Segura-Bedmar
HULAT at SemEval-2023 Task 10: Data augmentation for pre-trained transformers applied to the detection of sexism in social media. CoRR (2023)
Isabel Segura-Bedmar
HULAT at SemEval-2023 Task 10: Data Augmentation for Pre-trained Transformers Applied to the Detection of Sexism in Social Media. SemEval@ACL (2023)
Javier Cruz, Lucas Elvira, Miguel Tabernero, Isabel Segura-Bedmar
In Unity, There Is Strength: On Weighted Voting Ensembles for Hurtful Humour Detection. IberLEF@SEPLN (2023)
Isabel Segura-Bedmar, David Camino-Perdonas, Sara Guerrero-Aspizua
Exploring deep learning methods for recognizing rare diseases and their clinical manifestations from texts. BMC Bioinform. 23 (1) (2022)
Álvaro García-Ochoa Martín-Forero, Alejandro Massotti López, Isabel Segura-Bedmar
UC3MDeep at PoliticEs 2022: Exploring Traditional Machine Learning Algorithms for Political Ideology Detection. IberLEF@SEPLN (2022)
Angela Brando-Le-Bihan, Roman Karbushev, Isabel Segura-Bedmar
UC3M at PAR-MEX@IberLef 2022: From Cosine Distance to Transformer Models for Paraphrase Identification in Mexican Spanish. IberLEF@SEPLN (2022)
Santiago Veigas Ramírez, Daniel Martínez Davies, Isabel Segura-Bedmar
Recommendation System Rest-Mex 2022 for Mexican Tourism Using Natural Language Processing. IberLEF@SEPLN (2022)
Claudia Martínez-de Miguel, Isabel Segura-Bedmar, Esteban Chacón-Solano, Sara Guerrero-Aspizua
The RareDis corpus: A corpus annotated with rare diseases, their signs and symptoms. J. Biomed. Informatics 125 (2022)
Isabel Segura-Bedmar, Santiago Alonso-Bartolome
Multimodal Fake News Detection. Inf. 13 (6) (2022)
Mario Pérez Enríquez, Javier Alonso Mencía, Isabel Segura-Bedmar
Transformers Approach for Sentiment Analysis: Classification of Mexican Tourists Reviews from TripAdvisor. IberLEF@SEPLN (2022)
Isabel Segura-Bedmar, Lucía Ruz, Sara Guerrero-Aspizua
Evaluación de un modelo transformador aplicado a la tarea de generación de resúmenes en distintos dominios. Proces. del Leng. Natural 66 (2021)
Isabel Segura-Bedmar, David Camino-Perdonas, Sara Guerrero-Aspizua
Exploring deep learning methods for recognizing rare diseases and their clinical manifestations from texts. CoRR (2021)
Claudia Martínez-de Miguel, Isabel Segura-Bedmar, Esteban Chacón-Solano, Sara Guerrero-Aspizua
The RareDis corpus: a corpus annotated with rare diseases, their signs and symptoms. CoRR (2021)
Elsa Scola, Isabel Segura-Bedmar
Sarcasm Detection with BERT. Proces. del Leng. Natural 67 (2021)
Marta Navarrón García, Isabel Segura-Bedmar
Detecting Offensiveness in Social Network Comments. IberLEF@SEPLN (2021)
Miguel Ángel Martín-Caro García-Largo, Isabel Segura-Bedmar
Extracting information from radiology reports by Natural Language Processing and Deep Learning. CLEF (Working Notes) (2021)
Jose Antonio Jijon-Vorbeck, Isabel Segura-Bedmar
Exploring the Impact of COVID-19 on Social Life by Deep Learning. Inf. 12 (11) (2021)
Santiago Alonso-Bartolome, Isabel Segura-Bedmar
Multimodal Fake News Detection. CoRR (2021)
Gema de Vargas Romero, Isabel Segura-Bedmar
Exploring Deep Learning for Named Entity Recognition of Tumor Morphology Mentions. IberLEF@SEPLN (2020)
Cristóbal Colón-Ruiz, Isabel Segura-Bedmar
Comparing deep learning architectures for sentiment analysis on drug reviews. J. Biomed. Informatics 110 (2020)
Antonio Miranda-Escalada, Isabel Segura-Bedmar
One stage versus two stages deep learning approaches for the extraction of drug-drug interactions from texts. Proces. del Leng. Natural 64 (2020)
Cristóbal Colón-Ruiz, Isabel Segura-Bedmar, Paloma Martínez
Análisis de sentimiento en el dominio salud: analizando comentarios sobre fármacos. Proces. del Leng. Natural 63 (2019)
Lourdes Moreno, Rodrigo Alarcón, Isabel Segura-Bedmar, Paloma Martínez
Lexical simplification approach to support the accessibility guidelines. Interacción (2019)
Isabel Segura-Bedmar, Pablo Raez
Cohort selection for clinical trials using deep learning models. J. Am. Medical Informatics Assoc. 26 (11) (2019)
Víctor Suárez-Paniagua, Renzo M. Rivera Zavala, Isabel Segura-Bedmar, Paloma Martínez
A two-stage deep learning approach for extracting entities and relationships from medical texts. J. Biomed. Informatics 99 (2019)
Cristóbal Colón-Ruiz, Isabel Segura-Bedmar
Hulat-TaskAB at eHealth-KD Challenge 2019: Knowledge Recognition from Health Documents by BiLSTM-CRF. IberLEF@SEPLN (2019)
Cristóbal Colón-Ruiz, Isabel Segura-Bedmar
Protected Health Information Recognition by BiLSTM-CRF. IberLEF@SEPLN (2019)
Rodrigo Alarcón, Lourdes Moreno, Isabel Segura-Bedmar, Paloma Martínez
Lexical simplification approach using easy-to-read resources. Proces. del Leng. Natural 63 (2019)
Pablo Ráez García Retamero, Isabel Segura-Bedmar
Early Risk Prediction by means of DeepLearning. CLEF (Working Notes) (2019)
Isabel Segura-Bedmar, Cristóbal Colón-Ruiz, Miguél Ángel Tejedor-Alonso, Mar Moro-Moro
Predicting of anaphylaxis in big data EMR by exploring machine learning approaches. J. Biomed. Informatics 87 (2018)
Isabel Segura-Bedmar
LABDA's Early Steps Toward Multimodal Stance Detection. IberEval@SEPLN (2018)
Víctor Suárez-Paniagua, Isabel Segura-Bedmar, Akiko Aizawa
UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network. SemEval@NAACL-HLT (2018)
Renzo M. Rivera Zavala, Paloma Martínez, Isabel Segura-Bedmar
A Hybrid Bi-LSTM-CRF Model to Recognition of Disabilities from Biomedical Texts. IberEval@SEPLN (2018)
Renzo M. Rivera Zavala, Paloma Martínez, Isabel Segura-Bedmar
A Hybrid Bi-LSTM-CRF model for Knowledge Recognition from eHealth documents. TASS@SEPLN (2018)
Víctor Suárez-Paniagua, Isabel Segura-Bedmar, Paloma Martínez
LABDA at TASS-2018 Task 3: Convolutional Neural Networks for Relation Classification in Spanish eHealth documents. TASS@SEPLN (2018)
Víctor Suárez-Paniagua, Isabel Segura-Bedmar
Evaluation of pooling operations in convolutional architectures for drug-drug interaction extraction. BMC Bioinform. (8) (2018)
Víctor Suárez-Paniagua, Isabel Segura-Bedmar, Paloma Martínez
Exploring convolutional neural networks for drug-drug interaction extraction. Database J. Biol. Databases Curation 2017 (2017)
José L. Martínez, Isabel Segura-Bedmar, Paloma Martínez, Adrian Carruana, Ali Naderi, Conchi Polo
MC-UC3M Participation at TAC 2017 Adverse Drug Reaction Extraction from Drug Labels. TAC (2017)
Isabel Segura-Bedmar, Paloma Martínez
Simplifying drug package leaflets written in Spanish by using word embedding. J. Biomed. Semant. 8 (1) (2017)
Isabel Segura-Bedmar, Antonio Quirós, Paloma Martínez
Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets. EACL (1) (2017)
Isabel Segura-Bedmar, Cristóbal Colón-Ruiz, Paloma Martínez
LABDA at SemEval-2017 Task 10: Extracting Keyphrases from Scientific Publications by combining the BANNER tool and the UMLS Semantic Network. SemEval@ACL (2017)
Víctor Suárez-Paniagua, Isabel Segura-Bedmar, Paloma Martínez
LABDA at SemEval-2017 Task 10: Relation Classification between keyphrases via Convolutional Neural Network. SemEval@ACL (2017)
Víctor Suárez-Paniagua, Isabel Segura-Bedmar
Using Recursive Neural Networks to Detect and Classify Drug-Drug Interactions from Biomedical Texts. ECAI (2016)
Isabel Segura-Bedmar, Luis Núñez-Gómez, Paloma Martínez Fernández, Maribel Quiroz
Simplifying Drug Package Leaflets. SMBM (2016)
Antonio Quirós, Isabel Segura-Bedmar, Paloma Martínez
LABDA at the 2016 TASS Challenge Task: Using Word Embeddings for the Sentiment Analysis Task. TASS@SEPLN (2016)
Luis Núñez-Gómez, Isabel Segura-Bedmar, Paloma Martínez Fernández
EasyLecto: Un sistema de simplificación léxica de efectos adversos presentes en prospectos de fármacos en español. Proces. del Leng. Natural 57 (2016)
Paloma Martínez, José L. Martínez, Isabel Segura-Bedmar, Julián Moreno Schneider, Adrián Luna, Ricardo Revert
Turning user generated health-related content into actionable knowledge through text analytics services. Comput. Ind. 78 (2016)
María Herrero-Zazo, Isabel Segura-Bedmar, Paloma Martínez
Conceptual models of drug-drug interactions: A summary of recent efforts. Knowl. Based Syst. 114 (2016)
Isabel Segura-Bedmar, Paloma Martínez
Pharmacovigilance through the development of text mining and natural language processing techniques. J. Biomed. Informatics 58 (2015)
Isabel Segura-Bedmar, Víctor Suárez-Paniagua, Paloma Martínez
Exploring Word Embedding for Drug Name Recognition. Louhi@EMNLP (2015)
Lourdes Moreno, Paloma Martínez, Isabel Segura-Bedmar, Ricardo Revert
Exploring language technologies to provide support to WCAG 2.0 and E2R guidelines. Interacción (2015)
María Herrero-Zazo, Isabel Segura-Bedmar, Janna Hastings, Paloma Martínez
DINTO: Using OWL Ontologies and SWRL Rules to Infer Drug-Drug Interactions and Their Mechanisms. J. Chem. Inf. Model. 55 (8) (2015)
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
The CHEMDNER corpus of chemicals and drugs and its annotation principles. J. Cheminformatics 7 (S-1) (2015)
Isabel Segura-Bedmar, Paloma Martínez, Ricardo Revert, Julián Moreno Schneider
Exploring Spanish health social media for detecting drug effects. BMC Medical Informatics Decis. Mak. 15 (S-2) (2015)
María Herrero-Zazo, Isabel Segura-Bedmar, Janna Hastings, Paloma Martínez
Application of Domain Ontologies to Natural Language Processing: A Case Study for Drug-Drug Interactions. Int. J. Inf. Retr. Res. 5 (3) (2015)
Isabel Segura-Bedmar, Ricardo Revert, Paloma Martínez
Detecting drugs and adverse events from Spanish social media streams. Louhi@EACL (2014)
Paloma Martínez, Isabel Segura-Bedmar, Thierry Declerck, José Luis Martínez-Fernández
TrendMiner: Large-scale Cross-lingual Trend Mining Summarization of Real-time Media Streams. Proces. del Leng. Natural 53 (2014)
Santiago de la Peña, Isabel Segura-Bedmar, Paloma Martínez, José Luis Martínez-Fernández
ADRSpanishTool: a tool for extracting adverse drug reactions and indications. Proces. del Leng. Natural 53 (2014)
Lourdes Moreno, Yolanda González, Isabel Segura-Bedmar, Paloma Martínez
Women in computer science: Survey on the perception of the women's participation in STEM studies. Interacción (2014)
Isabel Segura-Bedmar, Paloma Martínez, María Herrero-Zazo
Lessons learnt from the DDIExtraction-2013 Shared Task. J. Biomed. Informatics 51 (2014)
Isabel Segura-Bedmar, Santiago de la Peña, Paloma Martínez
Extracting drug indications and adverse drug reactions from Spanish health social media. BioNLP@ACL (2014)
Daniel Sánchez-Cisneros, Sara Lana-Serrano, Isabel Segura-Bedmar, Leonardo Campillos Llanos, Paloma Martínez Fernández
A Web Prototype for Detecting Chemical Compounds and Drugs. SWAT4LS (2013)
María Herrero-Zazo, Isabel Segura-Bedmar, Paloma Martínez, Thierry Declerck
The DDI corpus: An annotated corpus with pharmacological substances and drug-drug interactions. J. Biomed. Informatics 46 (5) (2013)
Daniel Sánchez-Cisneros, Paloma Martínez, Isabel Segura-Bedmar
Combining dictionaries and ontologies for drug name recognition in biomedical texts. DTMBIO (2013)
Isabel Segura-Bedmar, Paloma Martínez, María Herrero-Zazo
SemEval-2013 Task 9 : Extraction of Drug-Drug Interactions from Biomedical Texts (DDIExtraction 2013). SemEval@NAACL-HLT (2013)
César de Pablo-Sánchez, Isabel Segura-Bedmar, Paloma Martínez, Ana Iglesias-Maqueda
Lightly supervised acquisition of named entities and linguistic patterns for multilingual text mining. Knowl. Inf. Syst. 35 (1) (2013)
María Herrero-Zazo, Janna Hastings, Isabel Segura-Bedmar, Samuel Croset, Paloma Martínez, Christoph Steinbeck
An Ontology for Drug-drug Interactions. SWAT4LS (2013)
Daniel Sánchez-Cisneros, Isabel Segura-Bedmar, Paloma Martínez Fernández
Prototipo buscador de información médica en corpus multilingües y extractor de información sobre fármacos. Proces. del Leng. Natural 49 (2012)
Isabel Segura-Bedmar, Paloma Martínez, César de Pablo-Sánchez
A linguistic rule-based approach to extract drug-drug interactions from pharmacological documents. BMC Bioinform. 12 (S-2) (2011)
Isabel Segura-Bedmar, Paloma Martínez, César de Pablo-Sánchez
Using a shallow linguistic kernel for drug-drug interaction extraction. J. Biomed. Informatics 44 (5) (2011)
Daniel Sánchez-Cisneros, Isabel Segura-Bedmar, Paloma Martínez
DDIExtractor: A Web-Based Java Tool for Extracting Drug-Drug Interactions from Biomedical Texts. NLDB (2011)
Roxana Dánger, Isabel Segura-Bedmar, Paloma Martínez Fernández, Paolo Rosso
A comparison of machine learning techniques for detection of drug target articles. J. Biomed. Informatics 43 (6) (2010)
Isabel Segura-Bedmar, Paloma Martínez, César de Pablo-Sánchez
Extracting drug-drug interactions from biomedical texts. BMC Bioinform. 11 (S-5) (2010)
Isabel Segura-Bedmar, Mario Crespo, César de Pablo-Sánchez, Paloma Martínez
Resolving anaphoras for the extraction of drug-drug interactions in pharmacological documents. BMC Bioinform. 11 (S-2) (2010)
Isabel Segura-Bedmar, Mario Crespo, César de Pablo-Sánchez, Paloma Martínez
DrugNerAR: linguistic rule-based anaphora resolver for drug-drug interaction extraction in pharmacological documents. DTMBIO (2009)
Isabel Segura-Bedmar, Mario Crespo, César de Pablo-Sánchez
Score-Based Approach for Anaphora Resolution in Drug-Drug Interactions Documents. NLDB (2009)
César de Pablo-Sánchez, Juan Perea, Isabel Segura-Bedmar, Paloma Martínez
The UC3M team at the Knowledge Base Population task. TAC (2009)
Isabel Segura-Bedmar, Paloma Martínez, Doaa Samy
A preliminary approach to extract drugs by combining UMLS resources and USAN naming conventions. BioNLP (2008)
Isabel Segura-Bedmar, Paloma Martínez, Doaa Samy
Detección de fármacos genéricos en textos biomédicos. Proces. del Leng. Natural 40 (2008)
Isabel Segura-Bedmar, Doaa Samy, José Luis Martínez-Fernández, Paloma Martínez
Detecting Semantic Relations Between Nominals Using Support Vector Machines and Linguistic-Based Rules. OTM Workshops (2) (2007)
Isabel Segura-Bedmar, Doaa Samy, José L. Martínez
UCM3: Classification of Semantic Relations between Nominals using Sequential Minimal Optimization. SemEval@ACL (2007)
Isabel Segura-Bedmar, José Luis Martínez-Fernández, Paloma Martínez
Una Propuesta para el Etiquetado Automático de Roles Semánticos. Proces. del Leng. Natural 37 (2006)