I have a broad interest in Natural Language Processing and Machine Learning. My research goal is to 1) solve the data scarcity problem, 2) improve the generalization ability of models, and 3) design controllable and interpretable models, by 1) using unlabeled, out-of-domain or augmented text data, 2) incorporating external knowledge or inductive biases into models, and 3) designing models with intermediate abstractions/discrete structures.