Müller (2006) summarizes the evolution of computational approaches to nonreferential it detection.
note the pioneering work of Paice and Husk (1987), the inclusion of non-referential it detection in a full anaphora resolution system by Lappin and Leass (1994), and the machine learning approach of Evans (2001).