Isabel Segura-Bedmar

Jorge Luis Saavedra Rubio

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.

[BibT_eX]

[DOI]

Alejandro Valbuena Almeida

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Claudia Martínez-de Miguel

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.

[BibT_eX]

[DOI]

Esteban Chacón-Solano

Sara Guerrero-Aspizua

J. Biomed. Informatics, 2022

Multimodal Fake News Detection.

[BibT_eX]

[DOI]

Santiago Alonso-Bartolome

Inf., 2022

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

[BibT_eX]

[DOI]

David Camino-Perdonas

Sara Guerrero-Aspizua

BMC Bioinform., 2022

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

[BibT_eX]

[DOI]

Santiago Veigas Ramírez

Daniel Martínez Davies

Álvaro García-Ochoa Martín-Forero

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.

[BibT_eX]

[DOI]

Alejandro Massotti López

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.

[BibT_eX]

[DOI]

Mario Pérez Enríquez

Javier Alonso Mencía

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.

[BibT_eX]

[DOI]

Angela Brando-Le-Bihan

Roman Karbushev

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.

[BibT_eX]

[DOI]

Lucía Ruz

Sara Guerrero-Aspizua

Proces. del Leng. Natural, 2021

Sarcasm Detection with BERT.

[BibT_eX]

[DOI]

Elsa Scola

Jose Antonio Jijon-Vorbeck

Proces. del Leng. Natural, 2021

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

[BibT_eX]

[DOI]

Inf., 2021

Detecting Offensiveness in Social Network Comments.

[BibT_eX]

[DOI]

Marta Navarrón García

Miguel Ángel Martín-Caro García-Largo

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Antonio Miranda-Escalada

Proces. del Leng. Natural, 2020

Comparing deep learning architectures for sentiment analysis on drug reviews.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2020

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

[BibT_eX]

[DOI]

Gema de Vargas Romero

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.

[BibT_eX]

[DOI]

Proces. del Leng. Natural, 2019

Lexical simplification approach using easy-to-read resources.

[BibT_eX]

[DOI]

Proces. del Leng. Natural, 2019

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

[BibT_eX]

[DOI]

Renzo M. Rivera Zavala

J. Biomed. Informatics, 2019

Cohort selection for clinical trials using deep learning models.

[BibT_eX]

[DOI]

Pablo Raez

J. Am. Medical Informatics Assoc., 2019

Protected Health Information Recognition by BiLSTM-CRF.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Pablo Ráez García Retamero

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.

[BibT_eX]

[DOI]

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

Early Risk Prediction by means of DeepLearning.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2019, 2019

2018

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

[BibT_eX]

[DOI]

Miguél Ángel Tejedor-Alonso

Mar Moro-Moro

J. Biomed. Informatics, 2018

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

[BibT_eX]

[DOI]

BMC Bioinform., 2018

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

[BibT_eX]

[DOI]

Renzo M. Rivera Zavala

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

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

[BibT_eX]

[DOI]

Renzo M. Rivera Zavala

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.

[BibT_eX]

[DOI]

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

LABDA's Early Steps Toward Multimodal Stance Detection.

[BibT_eX]

[DOI]

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

[BibT_eX]

[DOI]

Akiko Aizawa

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

2017

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

[BibT_eX]

[DOI]

J. Biomed. Semant., 2017

Exploring convolutional neural networks for drug-drug interaction extraction.

[BibT_eX]

[DOI]

Database J. Biol. Databases Curation, 2017

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

[BibT_eX]

[DOI]

Proceedings of the 2017 Text Analysis Conference, 2017

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets.

[BibT_eX]

[DOI]

Antonio Quirós

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.

[BibT_eX]

[DOI]

Luis Núñez-Gómez

Proces. del Leng. Natural, 2016

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

[BibT_eX]

[DOI]

María Herrero-Zazo

Knowl. Based Syst., 2016

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

[BibT_eX]

[DOI]

José L. Martínez

Julián Moreno Schneider

Adrián Luna

Ricardo Revert

Comput. Ind., 2016

Simplifying Drug Package Leaflets.

[BibT_eX]

[DOI]

Luis Núñez-Gómez

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.

[BibT_eX]

[DOI]

Antonio Quirós

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2015

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

[BibT_eX]

[DOI]

J. Cheminformatics, 2015

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

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2015

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Exploring Word Embedding for Drug Name Recognition.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Santiago de la Peña

Proces. del Leng. Natural, 2014

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

[BibT_eX]

[DOI]

Thierry Declerck

Proces. del Leng. Natural, 2014

Lessons learnt from the DDIExtraction-2013 Shared Task.

[BibT_eX]

[DOI]

María Herrero-Zazo

J. Biomed. Informatics, 2014

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Santiago de la Peña

Proceedings of BioNLP, Baltimore, Maryland, USA, 2014

Detecting drugs and adverse events from Spanish social media streams.

[BibT_eX]

[DOI]

Ricardo Revert

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.

[BibT_eX]

[DOI]

Ana Iglesias-Maqueda

Knowl. Inf. Syst., 2013

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

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2013

A Web Prototype for Detecting Chemical Compounds and Drugs.

[BibT_eX]

[DOI]

Sara Lana-Serrano

Leonardo Campillos Llanos

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

An Ontology for Drug-drug Interactions.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

María Herrero-Zazo

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proces. del Leng. Natural, 2012

2011

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

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2011

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

[BibT_eX]

[DOI]

BMC Bioinform., 2011

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

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Information Systems, 2011

2010

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

[BibT_eX]

[DOI]

Roxana Dánger

Paolo Rosso

J. Biomed. Informatics, 2010

Extracting drug-drug interactions from biomedical texts.

[BibT_eX]

[DOI]

BMC Bioinform., 2010

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

[BibT_eX]

[DOI]

Mario Crespo

BMC Bioinform., 2010

2009

The UC3M team at the Knowledge Base Population task.

[BibT_eX]

[DOI]

Juan Perea

Proceedings of the Second Text Analysis Conference, 2009

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

[BibT_eX]

[DOI]

Mario Crespo

Proceedings of the Natural Language Processing and Information Systems, 2009

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

[BibT_eX]

[DOI]

Mario Crespo

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.

[BibT_eX]

[DOI]

Proces. del Leng. Natural, 2008

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]