Research Interests
My research interest lies in Natural Language Processing (NLP) with a special focus on neural sequence labeling. My research aims to overcome linguistic challenges to reduce performance degradation (i.e., a decrease in models’ predictive performance) and improve model robustness (i.e., the ability to predict consistently under various conditions).
Specifically, I’m interested in tackling the following challenges during my Ph.D. studies: 1) neural sequence labeling on user-generated text, 2) data transformation for model robustness, and 3) knowledge transfer in linguistic code-switching.