Toward automatic support for leading court debates: a novel task proposal & effective approach of judicial question generation

An innovative end-to-end model called ’Judicial Questioning Aid’ is proposed which is capable of proactively leading the court debate by asking useful questions to a certain litigant given previous context, and encodes the contextual utterance information with respect to global legal knowledge and local case judicial factors.