Comparing effectiveness of regularization methods on text classification: Simple and complex model in data shortage situation

Jongga Lee, Jaeseung Yim, Seohee Park +1

Text classification is the task of assigning a document to a predefined class. However, it is expensive to acquire enough labeled documents or to label them. In this paper, we stud…