How to Adapt Deep Learning Models to a New Domain: The Case of Biomedical Relation Extraction

In this article, we study the relation extraction problem from Natural Language Processing (NLP) implementing a domain adaptation setting without external resources. We trained a Deep Learning (DL) model for Relation Extraction (RE), which extracts semantic relations in the biomedical domain. Howeve...

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Bibliographic Details
Main Authors: Jefferson A. Peña-Torres, Raúl E. Gutiérrez, Víctor A. Bucheli, Fabio A. González
Format: Article
Language:English
Published: Instituto Tecnológico Metropolitano 2019-12-01
Series:TecnoLógicas
Subjects:
Online Access:https://revistas.itm.edu.co/index.php/tecnologicas/article/view/1483