Predicting Distresses using Deep Learning of Text Segments in Annual Reports

Rastin Matin, Casper Hansen, Christian Hansen +1

Corporate distress models typically only employ the numerical financial variables in the firms' annual reports. We develop a model that employs the unstructured textual data in the…