A Hybrid Bi-LSTM-CRF Model to Recognition of Disabilities from Biomedical Texts. - Renzo M. Rivera Zavala; Paloma Martínez; Isabel Segura-Bedmar (IberEval@SEPLN, 2018)

A Hybrid Bi-LSTM-CRF model for Knowledge Recognition from eHealth documents. - Renzo M. Rivera Zavala; Paloma Martínez; Isabel Segura-Bedmar (TASS@SEPLN, 2018)

Deep neural model with enhanced embeddings for pharmaceutical and chemical entities recognition in Spanish clinical text. - Renzo M. Rivera Zavala; Paloma Martínez (BioNLP-OST@EMNLP-IJNCLP, 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)

Deep Neural Model with Contextualized-word Embeddings for Named Entity Recognition in Spanish Clinical Text. - Renzo M. Rivera Zavala; Paloma Martínez (IberLEF@SEPLN, 2020)

Analyzing transfer learning impact in biomedical cross-lingual named entity recognition and normalization. - Renzo M. Rivera Zavala; Paloma Martínez (BMC Bioinform., 2021)

UC3M-PUCPR at SemEval-2022 Task 11: An Ensemble Method of Transformer-based Models for Complex Named Entity Recognition. - Elisa Terumi Rubel Schneider; Renzo M. Rivera Zavala; Paloma Martínez; Claudia Moro 001; Emerson Cabrera Paraiso (SemEval@NAACL, 2022)

Automatic Extraction of Medication Mentions from Tweets - Overview of the BioCreative VII Shared Task 3 Competition. - Davy Weissenbacher; Karen O'Connor; Siddharth Rawal; Yu Zhang 202; Richard Tzong-Han Tsai; Timothy Miller 002; Dongfang Xu; Carol Anderson; Bo Liu; Qing Han; Jinfeng Zhang; Igor Kulev; et al. (Database J. Biol. Databases Curation, 2023)