The field of topic modeling has become increasingly important over the past few years. Topic modeling is an unsupervised machine learning way to organize text (or image or DNA, etc.) information such that related pieces of text can be identified. This paper/session will present/discuss the current state of topic modeling, why it is important, and…

Historically, research has shown that a reader's recall of ideas from text is enhanced when the reader uses relations among concepts to organize information. Text structure is a term used to describe the various patterns of how concepts within text are related. Knowledge of text structures assists a reader to comprehend text by allowing the reader…