Improving Feature Representation Based on a Neural Network for Author Profiling in Social Media Texts

We introduce a lexical resource for preprocessing social media data. We show that a neural network-based feature representation is enhanced by using this resource. We conducted experiments on the PAN 2015 and PAN 2016 author profiling corpora and obtained better results when performing the data prep...

Descripción completa

Detalles Bibliográficos
Autores principales: Gómez-Adorno, Helena, Markov, Ilia, Sidorov, Grigori, Posadas-Durán, Juan-Pablo, Sanchez-Perez, Miguel A., Chanona-Hernandez, Liliana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5066026/
https://www.ncbi.nlm.nih.gov/pubmed/27795703
http://dx.doi.org/10.1155/2016/1638936

Ejemplares similares

Ejemplares similares