Staff Members - Benha University
Mangalore University INLI@ FIRE2018: Artificial Neural Network and Ensemble Based Models for INLI
Forum for Information Retrieval Evaluation • 2018
Publication Information
Authors
Hamada A. Nayel; Shashirekha H. L.
Keywords
Artificial Neural Network; Ensemble Learning; Native
Language Identification; Artificial Neural Network (ANN)
Journal
Forum for Information Retrieval Evaluation
Publisher
Not Available
Volume
2018
Issue
Not Available
Pages
Not Available
publication.type
International
Paper Link
Open Link
Supplementary Materials
Not Available
Abstract
In this paper, the systems submitted by Mangalore University team for Indian Native Language Identification (INLI) task have been described. Native Language Identification (NLI) has different applications such as social media analysis, authorship identification, second language acquisition and forensic investigation. We submitted three systems using Artificial Neural Network (ANN) model and Ensemble approach. All the three submitted systems achieved the same accuracy of 35.30% and secured second rank over all submissions for the task.