2006;Ravi and Kim 2007;Bhatia, Biyani, and Mitra 2014) tackle the task at the comment level, and use task-specific tagsets.
in this work we are interested in identifying speech acts at the sentence level, and also using a standard tagset like the ones defined in SWBD or MRDA.