Proceedings of the Joint proceedings of the 2nd workshop on Knowledge Base Construction from Pre-Trained Language Models (KBC-LM 2024) and the 3rd challenge on Language Models for Knowledge Base Construction (LM-KBC 2024) co-located with the 23nd International Semantic Web Conference (ISWC 2024), 2024

A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks.

[BibT_eX]

[DOI]

Claudio Aracena

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

2023

Physics-informed neural networks for blood flow inverse problems.

[BibT_eX]

[DOI]

Jeremias Garay

Jocelyn Dunstan

Sergio Uribe

Francisco Sahli Costabal

CoRR, 2023

LinkMed: Entity Recognition and Relation Extraction from Clinical Notes in Spanish.

[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

CMM PLN at MentalRiskES: A Traditional Machine Learning Approach for Detection of Eating Disorders and Depression in Chat Messages.

[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

Automatic Section Classification in Spanish Clinical Narratives Using Chunked Named Entity Recognition.

[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

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

[BibT_eX]

[DOI]

Claudio Aracena

Jocelyn Dunstan

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: EACL 2023, 2023

Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System.

[BibT_eX]

[DOI]

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

Pre-trained language models in Spanish for health insurance coverage.

[BibT_eX]

[DOI]

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

2022

Automatic Extraction of Nested Entities in Clinical Referrals in Spanish.

[BibT_eX]

[DOI]

ACM Trans. Comput. Heal., 2022

Training and intrinsic evaluation of lightweight word embeddings for the clinical domain in Spanish.

[BibT_eX]

[DOI]

Frontiers Artif. Intell., 2022

FLERT-Matcher: A Two-Step Approach for Clinical Named Entity Recognition and Normalization.

[BibT_eX]

[DOI]

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

PLN CMM at SocialDisNER: Improving Detection of Disease Mentions in Tweets by Using Document-Level Features.

[BibT_eX]

[DOI]

Matías Rojas

Jose Barros

Kinan Martin

Mauricio Araneda-Hernandez

Jocelyn Dunstan

Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition.

[BibT_eX]

[DOI]

Matías Rojas

Felipe Bravo-Marquez

Jocelyn Dunstan

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives.

[BibT_eX]

[DOI]

Matías Rojas

Casimiro Pio Carrino

Aitor Gonzalez-Agirre

Jocelyn Dunstan

Marta Villegas

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis, 2022

Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish.

[BibT_eX]

[DOI]

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis, 2022

A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis, 2022

2021

Data Science for Engineers: A Teaching Ecosystem.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2021

Correction to: Supporting the classification of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2021

Supporting the classification of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2021

Mathematical Model for Estimating Nutritional Status of the Population with Poor Data Quality in Developing Countries: The Case of Chile.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Operations Research and Enterprise Systems, 2021

2020

Predicting nationwide obesity from food sales using machine learning.

[BibT_eX]

[DOI]

Health Informatics J., 2020

On the Construction of Multilingual Corpora for Clinical Text Mining.

[BibT_eX]

[DOI]

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish.

[BibT_eX]

[DOI]

Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020