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In this paper, we propose a new task of sub-event generation for an unseenprocess to evaluate the understanding of the coherence of sub-event actions andobjects. To solve the problem, we design SubeventWriter, a sub-event sequencegeneration framework with a coherence controller. Given an unseen process, theframework can iteratively construct the sub-event sequence by generating onesub-event at each iteration. We also design a very effective coherencecontroller to decode more coherent sub-events. As our extensive experiments andanalysis indicate, SubeventWriter can generate more reliable and meaningfulsub-event sequences for unseen processes.

SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller