SANA at NADI 2023 shared task: Ensemble of Layer-Wise BERT-based models for Dialectal Arabic Identification
Year: 2023
Type: conference-paper
Abstract: Our system, submitted to the Nuanced Arabic Dialect Identification (NADI-23), tackles the first sub-task: Closed Country-level dialect identification.In this work, we propose a model that is based on an ensemble of layer-wise fine-tuned BERT-based models.The proposed model ranked fourth out of sixteen submissions, with an F1-macro score of 85.43.
Authors: Nada Almarwani, Samah Aloufi
Institution: Taibah University
Language: English
Topic: Topic Modeling
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W4389518440