Native Language Identification With Classifier Stacking and Ensembles

Ensemble methods using multiple classifiers have proven to be among the most successful approaches for the task of Native Language Identification (NLI), achieving the current state of the art. However, a systematic examination of ensemble methods for NLI has yet to be conducted. Additionally, deeper...

Full description

Bibliographic Details
Main Authors: Shervin Malmasi, Mark Dras
Format: Article
Language:English
Published: The MIT Press 2018-09-01
Series:Computational Linguistics
Online Access:https://www.mitpressjournals.org/doi/pdf/10.1162/coli_a_00323