Early work applying traditional semantic role labeling (SRL) techniques to iSRL was met with deflating results.
researchers limited themselves to simplistic machine learning models such as Naïve Bayes (Feizabadi and Pado, 2015, among others) or abandoned machine learning altogether (Laparra and Rigau, 2013).