publications

2024

1. A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish

   Jocelyn Dunstan, Thomas Vakili, Luis Miranda, and 6 more authors

   BMC Medical Informatics and Decision Making, 2024
2. llmNER:(Zero| Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models

   Fabián Villena, Luis Miranda, and Claudio Aracena

   arXiv preprint arXiv:2406.04528, 2024
3. A privacy-preserving corpus for occupational health in Spanish: Evaluation for NER and classification tasks

   Claudio Aracena, Luis Miranda, Thomas Vakili, and 5 more authors

   In Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

1. Development of pre-trained language models for clinical NLP in Spanish

   Claudio Aracena and Jocelyn Dunstan

   In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, 2023
2. Pre-trained language models in Spanish for health insurance coverage

   Claudio Aracena, Nicolás Rodrı́guez, Victor Rocco, and 1 more author

   In Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

2022

1. A knowledge-graph-based intrinsic test for benchmarking medical concept embeddings and pretrained language models

   Claudio Aracena, Fabián Villena, Matı́as Rojas, and 1 more author

   In Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis (LOUHI), 2022
2. Applications of machine learning in healthcare

   C Aracena, F Villena, F Arias, and 1 more author

   Revista Medica Clinica Las Condes, 2022

2021

1. Responsible use of AI for public policy: Project formulation manual

   Marı́a Hermosilla, Natalia González Alarcón, Cristina Pombo, and 3 more authors

   2021

2017

1. Analysis of demand and operations of inter-modal terminals

   Rodolfo Garcı́a-Flores, Soumya Banerjee, George Mathews, and 5 more authors

   In Data and Decision Sciences in Action: Proceedings of the Australian Society for Operations Research Conference 2016, 2017

2016

1. Internet of Things: overview, sources, applications and challenges

   Nour E Oweis, Claudio Aracena, Waseem George, and 3 more authors

   In Proceedings of the Second International Afro-European Conference for Industrial Advancement AECIA 2015, 2016
2. Computationally simulating intermodal terminal attractiveness and demand

   Soumya Banerjee, George Mathews, Claudio Aracena, and 3 more authors

   In Proceedings of the 23 Intelligent Transport Systems World Congress, Melbourne, Australia. Accepted, 2016

2015

1. Neural networks for emotion recognition based on eye tracking data

   Claudio Aracena, Sebastián Basterrech, Václav Snáel, and 1 more author

   In 2015 IEEE International Conference on Systems, Man, and Cybernetics, 2015
2. Eye tracking and eeg features for salient web object identification

   Gino Slanzi, Claudio Aracena, and Juan D Velásquez

   In International Conference on Brain Informatics and Health, 2015