| Deep neural models for extracting entities and relationships in the new RDD corpus relating disabilities and rare diseases H Fabregat, L Araujo, J Martinez-Romo Computer methods and programs in biomedicine 164, 121-129, 2018 | 20 | 2018 |
| Deep Learning approach for Negation Cues Detection in Spanish H Fabregat, L Araujo, J Martinez-Romo Proceedings of the second Workshop about Spanish Negation, 2018 | 19* | 2018 |
| A keyphrase-based approach for interpretable ICD-10 code classification of Spanish medical reports A Duque, H Fabregat, L Araujo, J Martinez-Romo Artificial Intelligence in Medicine 121, 102177, 2021 | 17 | 2021 |
| Overview of the DIANN Task: Disability Annotation Task. H Fabregat, J Martinez-Romo, L Araujo IberEval@ SEPLN, 1-14, 2018 | 17 | 2018 |
| Negation-based transfer learning for improving biomedical Named Entity Recognition and Relation Extraction H Fabregat, A Duque, J Martinez-Romo, L Araujo Journal of Biomedical Informatics 138, 104279, 2023 | 13 | 2023 |
| Extending a Deep Learning Approach for Negation Cues Detection in Spanish. H Fabregat, A Duque, J Martinez-Romo, L Araujo IberLEF@ SEPLN, 369-377, 2019 | 13 | 2019 |
| UNED-NLP at eRisk 2022: Analyzing gambling disorders in Social Media using Approximate Nearest Neighbors. H Fabregat, A Duque, L Araujo, J Martínez-Romo CLEF (Working Notes), 894-904, 2022 | 11 | 2022 |
| NLP-UNED at eRisk 2021: self-harm early risk detection with TF-IDF and linguistic features E Campillo-Ageitos, H Fabregat, L Araujo, J Martinez-Romo Working notes of CLEF, 21-24, 2021 | 10 | 2021 |
| Deep learning approach for negation trigger and scope recognition H Fabregat, L Araujo Serna, J Martínez Romo Sociedad Española para el Procesamiento del Lenguaje Natural, 2019 | 9 | 2019 |
| De-Identification through Named Entity Recognition for Medical Document Anonymization. H Fabregat, A Duque, J Martinez-Romo, L Araujo IberLEF@ SEPLN, 663-670, 2019 | 8 | 2019 |
| Approximate nearest neighbour extraction techniques and neural networks for suicide risk prediction in the clpsych 2022 shared task HF Marcos, A Cejudo, J Martinez-Romo, A Pérez, L Araujo, N Lebea, ... Proceedings of the Eighth Workshop on Computational Linguistics and Clinical …, 2022 | 6 | 2022 |
| Understanding and Improving Disability Identification in Medical Documents H Fabregat, J Martínez-Romo, L Araujo IEEE Access 8, 155399 - 155408, 2020 | 6 | 2020 |
| NLP_UNED at eHealth-KD Challenge 2019: Deep Learning for Named Entity Recognition and Attentive Relation Extraction H Fabregat, A Duque, J Martinez-Romo, L Araujo Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2019) co …, 2019 | 6 | 2019 |
| LSI_UNED at CLEF eHealth2021: Exploring the effects of transfer learning in negation detection and entity recognition in clinical texts. H Fabregat, A Duque, L Araujo, J Martinez-Romo CLEF (Working Notes), 780-793, 2021 | 5 | 2021 |
| Anorexia Topical Trends in Self-declared Reddit Users R Masood, M Hu, H Fabregat, A Aker, N Fuhr Joint Conference of the Information Retrieval Communities in Europe (CIRCLE …, 2020 | 5 | 2020 |
| NLP-UNED-2 at eRisk 2023: detecting pathological gambling in social media through dataset relabeling and neural networks H Fabregat, A Duque, L Araujo, J Martinez-Romo Working Notes of CLEF, 18-21, 2023 | 2 | 2023 |
| UNED at DIANN 2018: Unsupervised System for Automatic Disabilities Labeling in Medical Scientific Documents H Fabregat, J Martinez-Romo, L Araujo Proceedings of the Workshop on Evaluation of Human Language Technologies for …, 2018 | 2 | 2018 |
| NLP-UNED at MentalRiskES 2023: Approximate Nearest Neighbors for Identifying Health Disorders H Fabregat, A Duque, L Araujo, J Martinez-Romo IberLEF (Working Notes). CEUR Workshop Proceedings, 2023 | 1 | 2023 |
| Learning Job Titles Similarity from Noisy Skill Labels R Zbib, LA Lacasa, F Retyk, R Poves, J Aizpuru, H Fabregat, V Simkus, ... arXiv preprint arXiv:2207.00494, 2022 | 1 | 2022 |
| Biomedical Information Extraction: Exploring new entities and relationships H Fabregat UNED. Universidad Nacional de Educación a Distancia, 2021 | 1 | 2021 |
Juan Martinez-RomoAssociate Professor (Profesor Titular) at National University of Distance Education (UNED)Verified email at lsi.uned.es
