The standard approach (referred to as Most-used Split)   is to use sections 2-21 for the training set, section 22 for the development set and section 23 for the test set (Lin et al., 2009;Rutherford et al., 2017).
shi and Demberg (2017) argued that the standard test set was too small for a reliable evaluation especially when second-level classification was employed.