This study examined the forms and functions of reformulation markers (RMs) in the three disciplines of philosophy, economics, and biology to see whether there is any disciplinary variation regarding these linguistic devices and their functions in essays written by undergraduate students. To this purpose, two corpora of university students' essays…

We propose that machine-learned computational models (MLCMs), in which the model parameters and perhaps even structure are learned from data, can complement extant approaches to the study of text and discourse. Such models are particularly useful when theoretical understanding is insufficient, when the data are rife with nonlinearities and…