I am broadly interested in the application of Deep Learning to various Natural Language Processing (NLP) tasks. Recently, I have garnered interest in multilingual assistance to overcome annotated data sparsity in low-resource languages. Low-resource languages do not have sufficient annotated data, tools, and other resources to successfully train existing machine learning models for any NLP task. I am interested in exploring how language relatedness can be exploited to overcome lack of sufficient labelled data and improve performance of machine learning models for any task in low-resource languages.
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Department of Information Technology,
Indian Institute of Information Technology,