Fabián Villena

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Natural Language Processing

Named Entity Recognition

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Fabián Villena, Luis Miranda, Claudio Aracena
llmNER: (Zero|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models. CoRR (2024)
Fabián Villena, Claudia Véliz, Rosario García-Huidobro, Sebastián Aguayo
Generative artificial intelligence in dentistry: Current approaches and future challenges. CoRR (2024)
Jocelyn Dunstan, Thomas Vakili, Luis Miranda, Fabián Villena, Claudio Aracena, Tamara Quiroga, Paulina Vera, Sebastián Viteri Valenzuela, Victor Rocco
A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish. BMC Medical Informatics Decis. Mak. 24 (4) (2024)
Fabián Villena, Matías Rojas, Felipe Arias, Jorge Pacheco, Paulina Vera, Jocelyn Dunstan
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System. ClinicalNLP@ACL (2023)
Fabián Villena, Matías Rojas, Felipe Arias, Jorge Pacheco, Paulina Vera, Jocelyn Dunstan
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System. CoRR (2023)
Claudio Aracena, Fabián Villena, Matías Rojas, Jocelyn Dunstan
A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models. LOUHI@EMNLP (2022)
Pablo Báez, Felipe Bravo-Marquez, Jocelyn Dunstan, Matías Rojas, Fabián Villena
Automatic Extraction of Nested Entities in Clinical Referrals in Spanish. ACM Trans. Comput. Heal. 3 (3) (2022)
Carolina Chiu, Fabián Villena, Kinan Martin, Fredy Núñez, Cecilia Besa, Jocelyn Dunstan
Training and intrinsic evaluation of lightweight word embeddings for the clinical domain in Spanish. Frontiers Artif. Intell. 5 (2022)
Fabián Villena
LaboRecommender: A crazy-easy to use Python-based recommender system for laboratory tests. CoRR (2021)
Jocelyn Dunstan, Fabián Villena, Jorge Pérez, René Lagos
Supporting the classification of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Fabián Villena, Jorge Pérez, René Lagos, Jocelyn Dunstan
Correction to: Supporting the classifcation of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Pablo Báez, Fabián Villena, Matías Rojas, Manuel Durán, Jocelyn Dunstan
The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish. ClinicalNLP@EMNLP (2020)
Fabián Villena, Urs Eisenmann, Petra Knaup, Jocelyn Dunstan, Matthias Ganzinger
On the Construction of Multilingual Corpora for Clinical Text Mining. MIE (2020)