A Deep Learning Approach for Native Language Identification (NLI)

By definition, Native-language identification (NLI) is the task of determining an author's native language based only on their writings or speeches in a second language. In this article, we will implement a model to identify native language of the author.

Introduction

PS: If you don't know what NLI is, I would recommend you to go to this link to understand the basics before you read the implementation.

NLI can be approached as a kind of text classification. We would be using BERT for this task....