论文标题

次事件作者:具有相干控制器的迭代子事件序列生成

SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller

论文作者

Wang, Zhaowei, Zhang, Hongming, Fang, Tianqing, Song, Yangqiu, Wong, Ginny Y., See, Simon

论文摘要

在本文中,我们提出了一项新的任务,即一个不见的过程,以评估对次事实行动和对象的一致性的理解。为了解决该问题,我们设计了Subentwriter,这是一个具有相干控制器的子事件序列生成框架。给定一个看不见的过程,该框架可以通过在每次迭代中生成一个子事件来迭代构建子事件序列。我们还设计了一个非常有效的连贯控制器,以解码更连贯的子事件。正如我们广泛的实验和分析所表明的那样,子事件作者可以为看不见的过程生成更可靠和有意义的子事件序列。

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

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